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QUOTE(Critical_Fallacy @ Jan 28 2013, 11:20 PM)
May I know what is your final year project? There are many types of modern robots i.e. Robotic arm, Mobile Robot (crawler), Mobile Robot (wheeled), Humanoid robot (Android), Unmanned Aerial Vehicle (UAV), Autonomous Underwater Vehicle (AUV), Swarm robotics. What kind of robots that interests you? If becoming a researcher/lecturer in Robotics & AI is really your ultimate aim, I can recommend your CV to a researcher in controlling UAV with Smart Material Actuator using Shape Memory Alloy. Of course, you must have a sound basic knowledge in Control Engineering and proficient in MATLAB Control System Toolbox, which I believe you have already learned the foundations in Mechatronics. Below is a video of a flapping-wing UAV.
Machine learning usually concerns the study of robotic systems that can learn from sets of data. Could you describe what kind of algorithms (e.g. Neural Networks, Genetic Algorithm, etc.) that you intend to use in your final year project?
My fyp is in the development of a Bio-Inspired Swarm of Mobile Robots that is able to(hopefully) Localize itself and the target.
basically, my project milestones would be
1. Develop self localization ability, with the limitation that the environment is known before hand, by using beacons. 2. Extend the ability for the swarm to be able to know where it is currently. 3. After which it will have a search strategy for a target as a swarm, that it will converge to. 4. That will ultimately give us a rough map/path towards the goal.
The practical applications of such swarms would be seen in disaster scenarios, where rescuers need to search for victims under rubble, as an example. It takes the idea of Swarm Intelligence from nature, such as Ants, Bees, and apply those concepts of co-operation between agents. The idea of a swarm of low-cost agents that has distributed processing means that no single agent is crucial to the mission, which means, throw one bot? it still works. Second bot fails? it still works.
But... currently, I'm still in the 1st phase, where I've overlooked the ... details needed in developing self-localization ability. It's all rosy in simulation and concept, but hardware implementation/algorithm? Nightmare. haha. Localization's a vast area of research on it's on... SLAM is an ongoing research.. even in the military. Still persevering though. Might consider some lost in accuracy to trade for project completion.
Honestly, I'm a person that have zero interest in mechanics. I'm more of a code/concept guy. Also my control theory is not exactly sound. I can use it, but I'm not fond of it.
All my semester projects till now have concentrated on electronics and software. Cheap Pulse Rate Detector that clamps onto ur fingers. Cheap energy saving controller circuit for automatic lamp posts.(abit lame, but the concept and circuit is sound) Vision Based Intruder Recognition and etc..
I'm learning on my own about neural nets and genetic algorithms(GA). Planning to implement it in my fyp, when my fyp's underlying foundations are set.
How's the future of your baby Bio-Robots? Start crawling?
=)
well, in simulation at least
they are able to have an emergent behavior of path chaining just from simple rules.
imagine releasing a bunch of these micro swarms in future to search for victims in disaster areas. you'll be able to follow the paths created by them to the victim to save them.
now i'm working on getting position information from the path itself, so that before you even follow the path, you already know the coordinates of the victim at the end of the path.
after your fyp, have you considered quantitative finance since programming(c++ i hope) and modeling is your interest? you could try to google quantitative analytics/ financial engineering
I am currently in midst of indecision. haha.
am in the process of weighing in all pros and cons and future.
after your fyp, have you considered quantitative finance since programming(c++ i hope) and modeling is your interest? you could try to google quantitative analytics/ financial engineering
I am currently in midst of indecision. haha.
am in the process of weighing in all pros and cons and future.