Deploying airsim based simulation on real world - airsim

As you know, Game of Drones is a simulation-based drone-racing competition built on AirSim. However, there is also an implementation side to it, i.e. deploying an actual drone for the task.
I am working for drone movement using airsim, I need help for the deployment of the code I used in simulation, in real drone, can I use the same code for real drone?
Thanks for any help!

Related

Event simulation as part of software testing?

I’m currently brainstorming ideas for testing what is essentially an event-sourced/micro services architecture and one idea I’ve came across is event simulation.
I’ve used a discrete event simulation test framework in the past for modelling factory systems but I’m curious about any (such as MCMC) and all event simulation techniques you’ve used as part of your test strategy.
have you been able to apply this to realistically performance test your platform?
Have you been able to simulate E2E testing without re-deploying services?
Have you been able to replicate real scenarios that cross service boundaries?
Check impact on config changes before they hit prod?
Any help appreciated!

Program won't start before stop the program frist?

I'm a newbie using LabView for my project. So I'm developing a program that gathers data from sensors that attach in the DAQmx board and also a spectrometer from STS-VIS ocean optic. At the first developing, I combine both devices in one loop inside the same flat structure, but I got an error saying: "The application is not able to keep up with the hardware acquisition." I cannot get the data showing on the graph for both devices, but it was just fine if I run it separately. And I found the solution saying that I need to separate both devices in a different while loop process because it may have different buffer size (?). I did it and it worked that all the sensors are showing in each graph. But the weird thing is, I need to stop the program first at the first run, then run it again for the second time for getting the graph showing in the application. Can anyone tell me what I did wrong and give me a solution? Due to the project rule I cannot share my Vi here publicly, but if anyone interested to help, I'd like to share it personally. Thank you.
you are doing right thing but you have to understand how Data acquisition work in LabVIEW and hardware.
you can increase hardware buffer Programmatically using property node or try to read fast as possible then you dont need two separate loop.
NI
I work currently with a NI DAQmx device too and became desprate using LabView because there is not good documentation and/or examples. Then I started to use Python which I found more intuitively. The only disadvantage is that the userinterface is not so easily generated, but for this one can use the QT Designer (open source programm avaiable online).

Code coverage measurement on real hardware target

Could you please share your idea about the measurement code coverage that is run on actual hardware target? It's mean how to do instrument for that test and the method how to get the coverage information after testing code is executed on real hardware.
Example: I have STM32L152RB discovery board. I do the Unit testing for its software. I can run the code coverage measurement on X86 (Visualizing environment or PC environment). But I want to run that testing code on real hardware (STM32L152RB discovery board) to make sure that the code coverage is more reliable.
Thanks and regards,
TRUONG
It sounds like you wish to do dynamic analysis in run-time, which is the only way to measure true code coverage on embedded systems, since it is done on the actual hardware with all possible inputs available.
To do this on a microcontroller, you would traditionally need expensive tools like a true in-circuit emulator. But nowadays there are probably JTAG adapters etc capable of recording the program counter of a running program. Depends on if the CPU supports trace or "cycle stealing" etc. I don't know how to do this on your particular hardware (and tool recommendations are off topic on SO anyway) but you should probably be prepared for hefty tool costs.

What are some ideas for an embedded and/or robotics project?

I'd like to start messing around programming and building something with an Arduino board, but I can't think of any great ideas on what to build. Do you have any suggestions?
I show kids, who have never programmed, or done any electronics before, to make a simple 'Phototrope', a light sensitive robot, in about a day. It costs under £30 (GBP) including Arduino, electronics and off-the-shelf mechanics. If folks really get into mobile robots, the initial project can grow and grow (which I feel is part of the fun).
There are international robot competitions which require relatively simple mechanics to get started, e.g. in the UK http://www.tic.ac.uk/micromouse/toh.asp
Ultimate performance require specially built machines (for lightness) , but folks would get creditable results with an Arduino Nano, the right electronics, and a couple of good motors.
A line following robot is the classic mobile robot project. The track can be as simple as electrical tape. Pololu have some fun videos about their near-Arduino 3PI robot. The sensors are about £1, and there are a bunch of simple motor+gearbox kits from lots of places for under £10. Add a few £ for motor control, and you have autonomous robot mechanics, in need of programming! Add an Infrared Remote receiver (about £1), and you can drive it around using your TV remote. Add a small solar cell, use an Arduino analogue input to measure voltage, and it can find the sun. With a bit more electronics, it can 'feed' itself. And so it gets more sophisticated. Each step might be no more than a few hours to a few days effort, and you'll find new problems to solve and learn from.
IMHO, the most interesting (low-cost) competitions are maze solving robots. The international competition rule require the robot to explore a walled maze, usually using Infrared sensors, and calculate their optimal route. The challenges include keeping track of current position to near-millimeter accuracy, dealing with real world's unpredictably noisy environment and optimising straight-line speed with shortest distance cornering.
All that in 16K of program, and 1K RAM, with real-time interrupt handling (as much as 100K interrupts/second for some motor systems), sensor sampling, motor speed control, and maze solving is an interesting programming challenge. (You might make it 'easy' with 32K of program, and 2K RAM :-)
I'm working on a 'constrained' robot challenge (based on Arduino) so that robot performance is mainly about programming rather than having a big budget.
Start small and build up to something more complex. Control servos. Blink LEDs. Debounce inputs. Read analog sensors. Display text on an LCD. Then put it together.
Despite the name, I like the "Evil Genius" book for PIC microcontrollers because of the small, easily digestible projects that tend to build on one another. It is, of course, aimed at PIC programmers rather than the Arduino, but the material covered will be useful no matter what you're developing on.
I know Arduino is trendy right now, but I also like the Teensy++ development board because of its low price-point ($24), breadboard-compatible PCB, relatively high pin count, Linux development environment, USB connectivity, and not needing a programmer. Worth considering for smaller projects.
If you come up with something cool, let me know. I need an excuse to do something fun :)
Bicycle-related ideas:
theft alarm (perhaps with radio link to a base station which is connected to a PC by Ethernet)
fancy trip computer (with reed switch or opto sensor on wheel)
integrate with a GPS telematics unit (trip logging) with Ethernet/USB download of logged data to PC. Also has an interesting PC programming component--integrate with Google Maps.
Other ideas:
Clock with automatic time sync from:
GPS receiver
FM radio signal with embedded RDS data with CT code
Digital radio (DAB+)
Mobile phone tower (would it require a subscription and SIM card for this receive-only operation?)
NTP server via:
Ethernet
WiFi
ZigBee (with a ZigBee coordinator that gets its time from e.g. Ethernet or GPS)
Mains electricity smart meter via ZigBee (I'm interested now that smart meters are being introduced in Victoria, Australia; not sure if the smart meters broadcast the time info though, and whether it requires authentication)
Metronome
Instrument tuner
This reverse-geocache puzzle box was an awesome Arduino project. You could take this to the next step, e.g. have a reverse-geocache box that gives out a clue only at a specific location, and then using physical clues found at that location coupled with the next clue from the box, determine where to go for the next step.
You could do one of the firefighting robot competitions. We built a robot in university for my bachelor's final project, but didn't have time to enter the competition. Plus the robot needed some polish anyway... :)
Video here.
Mind you, this was done with a Motorola HC12 and a C compiler, and most components outside the microcontroller board were made from scratch, so it took longer than it should. Should be much easier with prefab components.
Path finding/obstacle navigation is typically a good project to start with. If you want something practical, take a look at how iRobot vacuums the floor and come up with a better scheme.
Depends on your background and if you want practical or cool. On the practical side, a remote control could be a simple starting point. It's got buttons and lights but isn't too demanding.
For a cool project maybe a Simon-style memory game or anything with lights & noises (thinking theremin-style).
I don't have suggestions or perhaps something like a line follower robot. I could help you with some links for inspiration
Arduino tutorials
Top 40 Arduino Projects of the Web
20 Unbelievable Arduino Projects
I'm currently developing plans to automate my 30 year old model train layout.
A POV device could be fun to build (just google for POV Arduino). POV means persistence of vision.

starting a microcontroller simulator/emulator

I would like to create/start a simulator for the following microcontroller board: http://www.sparkfun.com/commerce/product_info.php?products_id=707#
The firmware is written in assembly so I'm looking for some pointers on how one would go about simulating the inputs that the hardware would receive and then the simulator would respond to the outputs from the firmware. (which would also require running the firmware in the simulated environment).
Any pointers on how to start?
Thanks
Chris
Writing a whole emulator is going to be a real challenge. I've attempted to write an ARM emulator before, and let me tell you, it's not a small project. You're going to either have to emulate the entire CPU core, or find one that's already written.
You'll also need to figure out how all the IO works. There may be docs from sparkfun about that board, but you'll need to write a memory manager if it uses MMIO, etc.
The concept of an emulator isn't that far away from an interpreter, really. You need to interpret the firmware code, and basically follow along with the instructions.
I would recommend a good interactive debugger instead of tackling an emulator. The chances of destroying the hardware is low, but really, would you rather buy a new board or spend 9 months writing something that won't implement the entire system?
It's likely that the PIC 18F2520 already has an emulator core written for it, but you'll need to delve into all the hardware specs to see how all the IO is mapped still. If you're feeling up to it, it would be a good project, but I would consider just using a remote debugger instead.
You'll have to write a PIC simulator and then emulate the IO functionality of the ports.
To be honest, it looks like its designed as a dev kit - I wouldn't worry about your code destroying the device if you take care. Unless this a runner-up for an enterprise package, I would seriously question the ROI on writing a sim.
Is there a particular reason to make an emulator/simulator, vs. just using the real thing?
The board is inexpensive; Microchip now has the RealICE debugger which is quite a bit more responsive than the old ICD2 "hockey puck".
Microchip's MPLAB already has a built-in simulator. It won't simulate the whole board for you, but it will handle the 18F2520. You can sort of use input test vectors & log output files, I've done this before with a different Microchip IC and it was doable but kinda cumbersome. I would suggest you take the unit-testing approach and modularize the way you do things; figure out your test inputs and expected outputs for a manageable piece of the system.
It's likely that the PIC 18F2520 already has an emulator core written for it,
An open source, cross-platform simulator for microchip/PICs is available under the name of "gpsim".
It's extremely unlikely that a bug in your code could damage the physical circuitry. If that's possible, then it is either a bug in the board design or it should be very clearly documented.
If I may offer you a suggestion from many years of experience working with these devices: don't program them in assembly. You will go insane. Use C or BASIC or some higher-level language. Microchip produces a C compiler for most of their chips (dunno about this one), and other companies produce them as well.
If you insist on using an emulator, I'm pretty sure Microchip makes an emulator for nearly every one of their microcontrollers (at least one from each product line, which would probably be good enough). These emulators are not always cheap, and I'm unsure of their ability to accept complex external input.
If you still want to try writing your own, I think you'll find that emulating the PIC itself will be fairly straightforward -- the format of all the opcodes is well documented, as is the memory architecture, etc. It's going to be emulating the other devices on the board and the interconnections between them that will kill you. You might want to look into coding the interconnections between the components using a VHDL tool that will allow you to create custom simulations for the different components.
Isn't this a hardware-in-the-loop simulator problem? (e.g. http://www.embedded.com/15201692 )