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was wondering - if knowing The Linux way of life or the Linux architecture, would give a better frame of mind for programming on embedded devices especially when they have some kind of OS in them.
Just want to be sure that I did not miss a major thing :)
Note:
I come from a windows background, can program in C and C++.
Passionate and finally want to get started into Embedded programming. I would like to start by doing typical hobbyists project at home.
It would be nice if anyone would also comment on BeagleBoard as a starting point for me.
"Embedded" is a fuzzy word. There are two categories:
There are realtime embedded systems: microcontroller/microprocessor applications that are intimately communicating directly with the hardware on a low abstraction level. Typical applications are control systems/automation, industrial, automotive, medtech, household electronics, data/telecom communications etc.
And then there are fluffy embedded systems: various laptop:ish computers, embedded linux, embedded windows, phones and phoney operative systems, anything involving internet, human-machine intefaces etc.
People working in both categories will firmly state that they are working with embedded systems, while the latter kind are often just doing another flavour of desktop applications. Depending on which category you are aiming for, Linux may or may not be a merit. The telecom branch for example, overlaps both of these categories, and they are often using embedded Linux even for non-fluffy applications.
In either case, *nix may be used as the development platform, so knowing it won't hurt.
Yes and no. Mostly yes.
Lundin correctly described the "two worlds of embedded" (although the border between them is very fuzzy).
If you're writing for "higher embedded", like Android, or other devices that run Linux, then definitely expert knowledge of Linux will be of much help. You still need to know some "bare bones" and don't get scared when you see the likes of &=~ operator in C, but knowing Linux - the Linux of the old, where you configured stuff by editing files in /etc, where you compiled your own kernels for everyday use, where you would build software from tarballs, that's what helps. Knowing modern Linux - Gnome, gconf-editor, Synaptic and the likes will not be of much help.
Then next, if you're programming devices without OS, in the middle area - fast and strong enough to run C programs, but not the OS, you still need Linux. Because crosscompile. You don't need actual Linux. Cygwin is okay for that. MinGW may suffice. Still, you will probably need to be able to build your own crosscompiler (based on GCC), linker, debugger, make tools, and the rest of "backbone" of the IDE. Unless your chip supplier is awesome and provides a complete toolchain with IDE.
Only when you're into tiny processors, you don't need Linux. Stuff like car alarm remote, christmas lights blinker, car tire pressure sensor, battery level monitor - stuff that can have 16 bytes RAM, 1KB EEPROM, and the rest of CPU to match, you will need to use an IDE that works with this CPU, no OS, no C compiler, nothing remotely close to Linux - the IDE will most likely be Windows based.
I'd say you really do not need to know Linux for embedded programming. Many companies developing embedded software do it on windows and have no contact with other OS.
But sure, knowing more makes you more versatile, and general knowledge makes you a better engineer. This includes different OS as many other things.
When it comes to BeagleBoard, it depends on the kind of application you are interested in.
If you want to understand the low-level, I would start on a simpler processor and learn how to use peripherals, hardware interrupts, debouncing signals... There is an educational point in doing this yourself some time.
I suppose you can also skip that and start with an ARM-A8 and possibly an embedded OS, it's just not the path I followed.
What I am about to say may cause a flame war, but...
I have found that Linux is a much more productive development environment than Windows. At my previous job, we were developing firmware for managed switches and industrial automation equipment, which ran an embedded Linux operating system. All the developers had both Windows and Linux boxes, as the user interface software only ran on Windows. We all used Linux for developing, though, as it was simply easier.
At my current job, the only choice is to run Windows, but to make it more productive we are running Cygwin, which provides a Linux-like environment. It is very difficult to develop software on Windows that is not specifically for Windows.
As for developing for an embedded system without an OS... I have an Arduino that I play with occasionally. I have programmed it both from Windows and Linux, and have found the experiences fairly similar. Using Arduino's own tools, Windows seems to run a bit more smoothly, but if you want to hack on it and make something interesting, you're better off using Linux.
Personally (and this will likely provoke some nasty comments), I feel that Linux is best for doing productive work, and Windows is best for playing games.
So basically, this all boils down to this: Try using Linux for developing your project. You will probably find it to be a much smoother, more productive experience. If you don't like it, you don't have to keep using it. But the experience will probably be worth it.
Edit (due to question rewording): Knowing the "Linux way of life" is unlikely to help much when coding for an embedded project that is not running Linux itself. As I understand it, the Unix philosophy is about two main issues:
Each tool should do one thing and do it well (don't make something that tries to be everything).
Whenever possible, data should be plain text (allows for simple piping through processes and searching for content).
If you are working on a system without an operating system, you are writing code for a compiler and not likely working with a full shell at any point. You also are unlike to have any sort of file system. So both of these points are moot; you are not likely to gain anything concretely related to embedded programming by studying Linux, although it certainly couldn't hurt :-)
I really think if you want to learn a little about embedded sphere you should not start by using an OS directly. Prefer to have hands on a small low level project then add an OS if it's really needed for your final application.
I don't think setting up an OS into an embedded device will be easier than starting from scratch. It will bring you some functionalities (that I am not sure you really need to learn embedded) but it will bring you lot of hard debugging time in case of problems in the OS port.
I have been doing embedded programming for 10 years, currently for networking equipment and before that Apache helicopters. Both companies had POSIX-like operating systems on the target, but not embedded Linux directly. My current company uses mostly Windows for individual developer environments. However, we do have a few Linux boxes hanging around for special purposes. My previous company used a mix of Windows and Sun Solaris Unix. So wherever you go, you may not use Unix or Linux on your day to day computer, but you are likely to come across it at least occasionally.
On the other hand, I've known developers who have programmed on Linux for embedded Linux targets their entire careers. It really depends on the company, as smaller or newer companies have a tendency to use Linux more than corporations. However, using embedded forms of Windows on targets is very rare in my experience. I know devices are out there, but I've never personally met a developer who worked on one.
Anyway, Linux is free to use and has other benefits besides being good for a job. There's really no downside to giving it a try for a couple of months, other than giving up some of your time.
Linux is growing in embedded... see latest research:
Top 10 trends for the embedded software and tools market in 2011 - VDC research
Android Becomes Number One in U.S. Smartphone Market Share
Knowing the Linux way of life will definitely be a plus in embedded domain provided the kind of apps you are interested in are contained in the above mentioned links.
understanding Linux architecture will be over kill (although basic overview is good) before just starting in embedded field
e.g. to cut a tree you don't have to invent an axe - just start using one, then gradually you could learn to sharpen the axe
Its better to get started small - get hands-on, and focus on specific areas as is the need of the hour. grow with your work and work keeping your goals in mind
you will surely gain much faster and not get stuck in self loop - R&D to do R&D ;)
Only if you want to embed Linux! And as an embedded systems developer of some 22 years, I would suggest that Linux is unsuitable and unnecessary for a very large proportion of embedded systems projects.
Understanding the workings of an RTOS, and real-time priority based pre-emptive scheduling and IPC mechanisms would stand you in better stead. Take a look at this for example.
What are the programming languages supported by mobile devices? Is there some list or can anyone make a list of some?
I don't what to search, but I as able to find 3:
.NET
Flash Lite
java
Are these the most used? What other languages are there that are used quite often?
It's hard answering this question, because "used most" implies the need for some kind of statistics to back it up. Instead I present you with some examples.
Objective-C is more or less the default language for iPhone and iPad applications. Flash is verboten, but I think Adobe AIR is allowed, and MonoTouch (.NET)
Java is commonly used for Android applications, although you can probably use any language with a JVM application, so technically it could be Scala, Rhino, Jython.
You can use Lua, Python and more on Android with a program made for running scripts, released by Google outside of Market I think.
Nokia Maego and Symbian favours C++ if I recall correctly but I wouldn't be surprised if you could use virtually anything provided it is runnable on the platform.
Anyhow it varies a lot, and depending on the OS vendor, you can often use a multitude of languages as long as they allow it.
I was recently elected programming team lead for my community college's engineering club. We're going to put a solar panel on a roof. The programming part involves
Controlling servos to adjust the orientation of the panel
Sending data on the electricity collected by the panel to a server (we haven't decided whether we want this to be via a wired or wireless connection.)
Although I know a fair amount about programming in general, I know next to nothing about networking or microcontrollers.
Can you recommend any books I can read to familiarize myself with these topics? Is there an obvious choice of programming language and library for either domain? Any linux man pages I should read? I'm actually not sure whether the computer we'll put on the roof will be running Linux or Windows. So I'd appreciate recommendations for both OS's.
Will Beej's guide to network programming
http://beej.us/guide/bgnet/
be useful, or is it only for internet applications and not local networks? Is there software that operates at a higher level than sockets that I should use instead?
If nothing else, give me some non-obvious keywords I can use to search on Google.
I'd look at the arduino platform, it's a very simple platform for building things exactly like this on top of it: http://arduino.cc
And from Wikipedia
Arduino is a physical computing platform based on a simple open hardware design for a single-board microcontroller, with embedded I/O support and a standard programming language.1 The Arduino programming language is based on Wiring and is essentially C/C++ (several simple transformations are performed before passing to avr-gcc).[2] The goal of the Arduino project is to make tools available that are accessible, low-cost, low capital investment, flexible and easy-to-use for artists and hobbyists. Particularly those who might not otherwise have access to more sophisticated controllers that require more complicated tools.[3]
because that ethernet is popular, so i suggest that design layer 2 as ethernet type.
for physical layer and wireless or wired, there're so many datasheet and specification samples and design guides which you could found at http://developer.intel.com and http://software.intel.com, both chips level or drivers level. enjoy that.
If the Mono project is successful it will pave the way for commercial software on non-Windows platforms.
I am interested in the prospect of writing and selling commercial software for the Mono platform along the lines of our existing Smoke Vector Graphics (OCaml) and F# for Visualization (.NET) products. Are any commercial library developers already building upon Mono and, if so, are they turning a profit from it?
Also, will it be feasible to write the software in Microsoft's F# language or will Mono have trouble with ILX?
Mono is a perfectly valid platform for running commercial software as a lot of companies have already proven. Some of them you can see here but there is a lot of which you will never hear about as they are running Mono in embedded environments (Sandisk Salsa mp3 player). From the latest news, Electronic Arts is going to use Mono for Sims3. How is that for an argument?
One of the main points of Mono is minimizing the effort for developers coming from Windows to Linux. In most cases no additional effort is required to make the same software that you already have on Windows, run on Linux, MacOS and other platforms in Mono.
Just to clarify some things that other people answering your question conveniently forgot about. Most of Mono (recently even the compiler) is licensed under MIT/X11 license which allows you to pretty much deploy it in under and conditions you see fit. There is no GPL "cancer" that some people seem to be so afraid of.
Personally, I have been playing with F# and Gtk# in Mono and I loved the experience. More about it here. This was possible due to the fact that the F# team has made sure that F# can run on Mono and they provided a simple Linux installer in their release. This should also be a signal that Mono is regarded as serious alternative to .Net, even by Microsoft.
The Mono project lists a number of successful commercial projects here, and I would particularly point out Unity as being one of the more notable ones.
My figures speak against it, we developed Qide 10 years ago and got 4 or so buys. We got at least a few hundred time more on Windows. The state of tools on Linux can just be named bad. Agreed you have wonderful things there but if you use GPLd software you will drown in their license stuff. There does exist one debugger really and one C compiler it gdb and gcc, despite the efforts of Intel and if you come along into some less well known language you got nothing. Ever tried ProjectCenter (Objective C development environment)? , the debuggers are mostly clis and you have to type info reg to get info about registers. DDD works very funny, it's one tools that while scrolling did not get that right, you scroll up you have to scroll the mouse wheel down. It's also unbelievable slow to scroll it's just as if the BOFH wants to make a joke of you.
Well I could argue about the even sader state on IBM AIX. What you have to pay to IBM is way beyond any reason...
So maybe you're luckier than we are. But I'm mostly fed up with trying to earn money with "application" development on Linux. The best I can say is that Linux works well for setting up net infrastructure, there you got decent payments, but with programming tools, forget it.
Regards
Linux people are notoriously thrifty, so I'd consider the ROI.
Do you really want to spend your resources to target a group that has less than 10% market adoption, and out of that 10%, only 1% would be interested in your product, and only %0.01 percent would pay for it?
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Now I'm sure we're all well aware of the relative merits of Linux vs Windows Desktop. However I've heard much less about the world of embedded development. I'm mainly interested in solutions for industry and am therefore uninterested about the IPhone or Android and more interested in these two OSes.
What are the relative trade-offs between the two platforms in the embedded world? If you were considering building a box for a specific project with custom hardware, a partially customised OS and a custom app then which would you choose and why?
I would assume that Windows CE wins on tools and Linux wins on both cost and possibly performance. However this is just utter speculation. Does anyone have any facts or experience of the two?
I worked for several years at a company that provided both CE and Linux for all of their hardware, so I'm fairly familiar with both sides of this equation.
Tools: Windows CE tools certainly are better than those provided by Linux, though the linux tools are certainly getting better.
Performance: Windows CE is real-time. Linux is not. The linux kernel is not designed for determinism at all. There are extensions that you can add to get sort-of real time, but CE beats it.
Cost: This is an area of great misunderstanding. My general experience is that CE is lower cost out of the box ($1k for Platform Builder and as low as $3 per device for a shipping runtime. "What?" you ask? "Linux is free." Well, not really so much, especially in the embedded arena. Yes, there are free distributions like Debian. But there are plenty of pieces that you might need that aren't in that free category. UI frameworks like QT, Java runtimes and media codecs just as a start. Also, most Linux distributions with a commercially-backed support system (e.g. MontaVista) are far from free.
Source Availability: Linux proponents may like to say that CE is a bad choice due to lack of source code. All I can say is that in over a decade of working with CE, half of which spent doing custom kernel and driver work for custom boards, I've only ever had need for source that didn't ship with CE (they ship a vast majority of it) once. I like having source too, but Microsoft provides support, so in the rare case you might think you need that source, you can get them to fix the problem (the one time we needed source, Microsoft provided a fix, and for free - which is their model under CE.
Does this mean that CE wins every time? No. I wouldn't suggest that at all. If you are a Linux shop and you have lots of Linux experience and code assets, you'd be foolish to run out and go CE. However, if you're coming into it from scratch CE usually has a lower TCO. Developers with Win32/C# experience are more prevalent and consequently less expensive. You also get a lot more "in the box" with CE than most other distributions, meaning faster time to market if you don't already have these things done in-house already.
I'll speak for the Linux side, at least for the category of software I'm familiar with (which is RF data collection equipment). Or industrial apps vs. consumer apps.
Windows CE (and its associated tools) IMH fairly recent E) is strongly biased to creating a "Windows Experience" on a small screen. The user input mode emphasizes mouse-like actions. Logons, application selection, etc. all try to be as similar to standard Windows as possible.
If a user is driving a lift truck, or filling a picking cart, or moving material from one place to another, there's a problem.
And it's a moving target - particularly on the .NET side. The Compact .NET runtime is seriously handicapped, and important libraries (like networking, data handling, and UI) are incomplete and versions too often deprecate the previous version. . CE seems to be the stepchild in the Windows family (possibly because there's not a lot of active competition selling to the hardware integrators.)
A nice stable rows-and-columns Linux console is a pretty handy context for many (in my experience most) high-use apps on a dinky screen.
Not much good for games on your cell-phone or Zune, though.
NOTE:
I think ctacke probably speaks accurately for the hardware integrator's side. I'm more aligned with the players further down the pipe - software integrators and users.
Choice is often made largely on perception and culture, rather than concrete data. And, making a choice based on concrete data is difficult when you consider the complexity of a modern OS, all the issues associated with porting it to custom hardware, and unknown future requirements. Even from an application perspective, things change over the life of a project. Requirements come and go. You find yourself doing things you never thought you would, especially if they are possible. The ubiquitous USB and network ports open a lot of possibilities -- for example adding Cell modem support or printer support. Flash based storage makes in-field software updates the standard mode of operation. And in the end, each solution has its strengths and weaknesses -- there is no magic bullet that is the best in all cases.
When considering Embedded Linux development, I often use the iceberg analogy; what you see going into a project is the part above the water. These are the pieces your application interacts with, drivers you need to customize, the part you understand. The other 90% is under water, and herein lies a great deal of variability. Quality issues with drivers or not being able to find a driver for something you may want to support in the future can easily swamp known parts of the project. There are very few people who have a lot of experience with both WinCE and Linux solutions, hence the tendency to go with what is comfortable (or what managers are comfortable with), or what we have experience with. Below are thoughts on a number of aspects to consider:
SYSTEM SOFTWARE DEVELOPMENT
Questions in this realm include CPU support, driver quality, in field software updates, filesystem support, driver availability, etc. One of the changes that has happened in the past two years, is CPU vendors are now porting Linux to their new chips as the first OS. Before, the OS porting was typically done by Linux software companies such as MontaVista, or community efforts. As a result, the Linux kernel now supports most mainstream embedded cpus with few additional patches. This is radically different than the situation 5 years ago. Because many people are using the same source code, issues get fixed, and often are contributed back to the mainstream source. With WinCE, the BSP/driver support tends to be more of a reference implementation, and then OEM/users take it, fix any issues, and that is where the fixes tend to stay.
From a system perspective, it is very important to consider flexibility for future needs. Just because it is not a requirement now does not mean it will not be a requirement in the future. Obtaining driver support for a peripheral may be nearly impossible, or be too large an effort to make it practical.
Most people give very little thought to the build system, or never look much beyond the thought that "if there is a nice gui wrapped around the tool, it must be easy". OpenEmbedded is very popular way to build embedded Linux products, and has recently been endorsed as the technology base of MontaVista's Linux 6 product, and is generally considered "hard to use" by new users. While WinCE build tools look simpler on the surface (the 10% above water), you still have the problem of what happens when I need to customize something, implement complex features such as software updates, etc. To build a production system with production grade features, you still need someone on your team who understands the OS and can work at the detail level of both the operating system, and the build system. With either WinCE or Embedded Linux, this generally means companies either need to have experienced developers in house, or hire experts to do portions of the system software development. System software development is not the same as application development, and is generally not something you want to take on with no experience unless you have a lot of time. It is quite common for companies to hire expert help for the first couple projects, and then do follow-on projects in-house. Another feature to consider is parallel build support. With quad core workstations becoming the standard, is it a big deal that a full build can be done in 1.2 hours versus 8? How flexible is the build system at pulling and building source code from various sources such as diverse revision control systems, etc.
Embedded processors are becoming increasingly complex. It is no longer good enough to just have the cpu running. If you consider the OMAP3 cpu family from TI, then you have to ask the following questions: are there libraries available for the 3D acceleration engine, and can I even get them without being committing to millions of units per year? Is there support for the DSP bridge? What is the cost of all this? On a recent project I was involved in, a basic WinCE BSP for the Atmel AT91SAM9260 cost $7000. In terms of developer time, this is not much, but you have to also consider the on-going costs of maintenance, upgrading to new versions of the operating system, etc.
APPLICATION DEVELOPMENT
Both Embedded Linux and WinCE support a range of application libraries and programming languages. C and C++ are well supported. Most business type applications are moving to C# in the WinCE world. Linux has Mono, which provides extensive support for .NET technologies and runs very well in embedded Linux systems. There are numerous Java development environments available for Embedded Linux. One area where you do run into differences is graphics libraries. Generally the Microsoft graphical APIs are not well supported on Linux, so if you have a large application team that are die-hard windows GUI programmers, then perhaps WinCE makes sense. However, there are many options for GUI toolkits that run on both Windows PCs and Embedded Linux devices. Some examples include GTK+, Qt, wxWidgets, etc. The Gimp is an example of a GTK+ application that runs on windows, plus there are many others. The are C# bindings to GTK+ and Qt. Another feature that seems to be coming on strong in the WinCE space is the Windows Communication Foundation (WCF). But again, there are projects to bring WCF to Mono, depending what portions you need. Embedded Linux support for scripting languages like Python is very good, and Python runs very well on 200MHz ARM processors.
There is often the perception that WinCE is realtime, and Linux is not. Linux realtime support is decent in the stock kernels with the PREEMPT option, and real-time support is excellent with the addition of a relatively small real-time patch. You can easily attain sub millisecond timing with Linux. This is something that has changed in the past couple years with the merging of real-time functionality into the stock kernel.
DEVELOPMENT FLOW
In a productive environment, most advanced embedded applications are developed and debugged on a PC, not the target hardware. Even in setups where remote debugging on a target system works well, debugging an application on workstation works better. So the fact that one solution has nice on-target debugging, where the other does not is not really relevant. For data centric systems, it is common to have simulation modes where the application can be tested without connection to real I/O. With both Linux and WinCE applications, application programing for an embedded device is similar to programming for a PC. Embedded Linux takes this a step further. Because embedded Linux technology is the same as desktop, and server Linux technology, almost everything developed for desktop/server (including system software) is available for embedded for free. This means very complete driver support (see USB cell modem and printer examples above), robust file system support, memory management, etc. The breadth of options for Linux is astounding, but some may consider this a negative point, and would prefer a more integrated solution like Windows CE where everything comes from one place. There is a loss of flexibility, but in some cases, the tradeoff might be worth it. For an example of the number of packages that can be build for Embedded Linux systems using Openembedded, see.
GUI TRENDS
It is important to consider trends for embedded devices with small displays being driven by Cell Phones (iPhone, Palm Pre, etc). Standard GUI widgets that are common in desktop systems (dialog boxes, check boxes, pull down lists, etc) do not cut it for modern embedded systems. So, it will be important to consider support for 3D effects, and widget libraries designed to be used by touch screen devices. The Clutter library is an example of this type of support.
REMOTE SUPPORT
Going back to the issue of debugging tools, most people stop at the scenario where the device is setting next to a workstation in the lab. But what about when you need to troubleshoot a device that is being beta-tested half-way around the world? That is where a command-line debugger like Gdb is an advantage, and not a disadvantage. And how do you connect to the device if you don't have support for cell modems in New Zealand, or an efficient connection mechanism like ssh for shell access and transferring files?
SUMMARY
Selecting any advanced technology is not a simple task, and is fairly difficult to do even with experience. So it is important to be asking the right questions, and looking at the decision from many angles. Hopefully this article can help in that.
I have worked in projects that involved customizing the software of an OEM board and I wouldn't say that Linux is cheaper. When buying a board you also need to buy the SDK. You still need to pay even for the Linux version. Some manufacturers offer both Windows CE and Linux solutions for their boards and there isn't a price difference. For Windows CE you also need the Platform Builder and pay for the licenses, but it is easier to go without support.
Another important issue is if you are building a User Interface or a headless device. For devices that require an LCD screen and human interaction is much easier to go with Windows CE. If on the other hand you are building a headless device, Linux may be a sounder option - especially if network protocols are involved. I believe that Linux implementations are more reliable and easier to tweak.
With Linux you are never on you own and you are never dependent on one single entity to provide permissions. There are many support options and you have the freedom to choose your support options for any part of the system through many competing sources.
With Windows CE you must adhere to the license and restrictions as set forth in the complex license agreements that must be agreed to. Get a lawyer. With windows CE you have only one proprietary source for OS support and you will proceed only as they see fit to support and provide what you need. You may not agree with their position, but will not have any recourse but to bend to what they prescribe. The costs of incremental components, modules, development kits, licensing, and support tend to pile up with proprietary platforms. In the longer term, what happens when the vendor no longer desires to support the platform and you do not have the rights to support and distribute it yourself? What happens when the vendor moves to newer technology and wants you to move along with them even though you may not be ready to make the move? $$$
Our experience with Windows solutions in general is that they tend to become more expensive over time. What was originally considered lowest TCO gravitates quickly towards and solution that is encumbered and costly to maintain and support. Licenses have to be re-negotiated over time and the new technologies, often unneeded, are forced into the picture at the whim of the provider for the sake of THEIR business needs. On top of that, the license agreements are CONTINUALLY changing--get a lawyer.
With Linux you have the freedom to provide in-house support and expertise without being encumbered against distributing the solution as you need. You also have the freedom to continue to use and support technology that original providers no longer want to support. Having the source code and the RIGHTs to do with it what you want (GPL, LGPL) is a powerful attractor when it comes to business continuity and containing costs while providing access to the very latest technologies or technologies that fit your needs.
I have developed network drivers that work both on RT Linux (to be more specific, Linux preemptive kernel with RT patch) and Windows CE. My experience was windows CE was more stable in terms of real-time response. Frame timings also showed that windows CE had less jitter.
On RT Linux, we had all sorts of problems. For example, when user moved the mouse; our frames were being delayed. Guess what, certain variants of x-windows disable interrupts. You may also feel that you are safer on console screen only. If you have VGA frame buffers enabled, you are doomed again. We had only one problem with windows CE in terms of jitter again. The problem happened when the USB controller was set to an incorrect mode in the BIOS and windows CE was using lots of time for polling.
To be honest, windows CE had more support. On Linux, you are on your own. You have to read every possible mailing list to understand what problems you may hve.
a partially customised OS
Is much easier to achieve if the OS is open source (and you have the expertise).
Android is a good option for some embedded systems.(it's linux based)
You have many experts that are able to develop on this system.
You have access to many libraries in java or C.
but it uses lot of memory and energy.
What we often forget with paid / licenced software is that you have to deal with licenses. It takes time and energy! Then you have to track if you pay it correctly. It involves many different people with different skills and it costs in decision.
This cost is often not included in the studies that show that open-source/free is more expensive than paid software.
With "free software" it's way easier to deal with licenses and you spend less time on dealing with these issues. Personally I prefer to avoid unnecessary communications with your legal / financing team every time you change some pieces of the software.