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學生對 宾夕法尼亚大学 提供的 Robotics: Aerial Robotics 的評價和反饋

2,613 個評分
670 條評論


How can we create agile micro aerial vehicles that are able to operate autonomously in cluttered indoor and outdoor environments? You will gain an introduction to the mechanics of flight and the design of quadrotor flying robots and will be able to develop dynamic models, derive controllers, and synthesize planners for operating in three dimensional environments. You will be exposed to the challenges of using noisy sensors for localization and maneuvering in complex, three-dimensional environments. Finally, you will gain insights through seeing real world examples of the possible applications and challenges for the rapidly-growing drone industry. Mathematical prerequisites: Students taking this course are expected to have some familiarity with linear algebra, single variable calculus, and differential equations. Programming prerequisites: Some experience programming with MATLAB or Octave is recommended (we will use MATLAB in this course.) MATLAB will require the use of a 64-bit computer....



The course is very good.\n\nThe classes are well taught and show general concepts. It is necessary to do research on the internet, to solve the assignments. This is not a bad thing in my point of view


I think this is very good course of aerial robotics research. Being a student of robotics, I feel that some of stuffs in this course needs a good background in control and mechanical engineering.


26 - Robotics: Aerial Robotics 的 50 個評論(共 650 個)

創建者 Harshad V


The course was very detailed and gives some hands on experience in assignments. Thanks to Prof. Vijay Kumar and TAs for excellent explanation. The course is explained well step by step, however it doesn't spoon feed you. I wouldn't say It is very easy, however it depends on the person, but It requires little effort from the learner side to understand the concept well and apply it on the assignments and quizzes, this makes it more interesting. Some fluency in math and programming is helpful. Discussion forum is best tool if you get stuck somewhere. I had to watch the videos several times to get some topics, read slides and discussion forum. Things start becoming clear and make sense while completing assignments (It is well designed to cover important concepts and apply it). Overall, great course for those who love robotics and want to learn it. This course covers basics of an autonomous quad-copter, its kinematics, dynamics, control, planning, etc.Material provided is very helpful and is designed to clear concepts and connect all the nodes.

創建者 Nada A A


This course is extremely useful and it helped me to get a bunch of valuable knowledge about the topic. It is also very challenging, and it requires a lot of searching and dedication. My advice to the future students on this course is to never give up even when they feel frustrated by the amount and difficulty of new concepts. It is not a course for beginners in the field; however, anyone with desire and determination to complete the course will do it. Do your best and your hard work will pay off.

Also, I would like to express my appreciation to the instructor, TAs and colleagues helping us in discussion forum. This learning environment makes the course more fantastic, and encourages students to continue the course.

創建者 Kenan


This course helped me to understand the basics of control theory. I watched all videos including the supplementary material at least twice (and sometimes by adjusting the speed of the videos). In that way I was able to repeat the material and remember the details. The quizes were mostly easy and the answers were hidden in the corresponding material, but at times some questions required additional information. The first two programming exercises were straightforward. The second part of the last assignment (i.e. trajectory planning) was very tricky. Prior to the last assignment, a practical homework can added to prepare students to the 2nd part of the last assignment.

創建者 Dhaval S


This course has been nothing short of challenges, but looking back in the time, I get the understanding of how far this course has taken me in terms of my knowledge from a noob, to a verified certificate holder. Understanding and practicing on Matlab and taking online video lectures gave me the opportunity to program everything in real time. I absolutely appreciate everyone who assisted me in the online forums, discussed and the guides which were really helpful. All the teachers and the platform itself that saw me through the course is definitely making me feel accomplished. Thank you everyone for your combined efforts and dedication. Truly appreciate everyone.

創建者 An N


Great course. Initiate you to review much of your math and engineering control knowledge by specific problems. This is more of an application course, you see the application, the math behind and use Matlab to program certain situation. Beware, it's a one month course so they don't spend time to walk you through the basic math, some specific terms are explained during the lecture but not all, a reference for some Control book maybe needed to know what are those terms.

If you have no knowledge in these area, some supplemental material maybe provided but be ready to learn and explore more on your own.

創建者 Yifan W


I'd like to say a big thank you for Professor Kumar for putting this together. I work full time and in my spare time some of my friends are thinking about building a in-house small quadrotor with 3-D printed parts and rasberry pi & basic camara. The information of this course is very, very useful and the Matlab practices and assignments are challenging and interesting.

Not to mention this course has successfully pulled me away from my favorite video game...a remarkable achievement.

I hope that the notation in the videos and in the assignments could be more clear as that can cause confusion.

創建者 Michael P


A very informative course! I learned a ton about aerial robots and their control and applications. The programming assignments were challenging but I learned a lot through struggling with the problems. I think that supplemental section providing examples of PD/PID tuning and trajectory programming would've been very helpful and would have reduced some of the frustration I felt (and other students felt as indicated by the forum posts). Finally, I would have liked have seen better, more constructive guidance from the T/A's. I think this could be managed without providing the answer.

創建者 Alex S


One of the most useful courses, if you are planning to study robotics seriously. This course covers very important theoretical material, which you probably never find in internet in compact form.

You should prepare your mind, because this course requires careful attention, and deep comprehension. If you just a beginner, you should be ready to see a lot of math and mechanics, because this is a real robotics. But if you truly like robotics, and specially, aerial robotics, this course for you.

Personally for me - this is a course, which I was looking for a long time

創建者 kosuke h


This course is great. The only thing I'd say is that the prerequisite for this course is really high, much higher than the course is advertised as, and I spent reviewing concepts in linear algebra (for example) almost more or as much as I did spending time on understanding how things work in aerial robotics. Challenging, and I still feel like I barely understand the material (most examples cover the most simple scenarios) so this is really just an introduction. However, still very difficult but recommended. Thanks everyone who put this course together.

創建者 Deleted A


Students will gain an introduction to the mechanics of flight and the design of quadrotor flying robots and will be able to develop dynamic models, derive controllers and synthesize planners for operating in three dimensional environments. Students will be exposed to the challenges of using noisy sensors for localization and maneuvering in complex, three-dimensional environments. Finally, students will gain insights through seeing real world examples of the possible applications and challenges for the rapidly-growing drone industry.

創建者 Timothy M


I learned a lot. This is a tough course, quizes are not trivial and the last HW was a huge amount of work. The videos are excellent. The professor goes slow, the visual aides are great and there are several impressive videos of drones doing impressive cool stuff. Only downside is that I would say it's harder than advertised. Also, there are some red herrings disguised as hints in the HW write ups that you have to be careful of before going down unnecessary rabbit holes.

創建者 Gaetano B R


Excellent course! Teachers of the highest level! very interesting topics. Many practical examples. I have a degree in philosophy and two master's degree in physics and statistics, but I have learned a lot - though with many night study hours - thanks to the support of prof. Vijay Kumar of the teaching team. Also, I would like to thank my classmates for the interesting discussion forums. Perhaps without their help, I would not have passed the course. Thank you all! :)

創建者 Misbah d


I appreciate the efforts of teaching faculty and the support provided by the staff on discussion forums was praise worthy. Lots of Regards for all the teachers and every hand involved in this course.

Enjoyed this course alot, But I think there should be some glue lectures of basic MATLAB and ROS programming, for students who are not into these platforms yet, Moreover a hardware lesson should also be added with this for complete implementation of the taught enigma.

創建者 Stephen A


gained a good grasp of the concepts of mathematical modelling, representation and manipulation of angular variables. the assignments were a good opportunity to practice concepts learned within the course. really good overall. While I recognise that not everything can be covered in a 4 week course, it would have been nice to have a small preview of how information from onboard cameras are processed for navigation and also one more control approach.

創建者 Susanth M


Structure of the course is very good and supplementary materials are provided to the right topics. Reference books and research papers, if provided at the end of a topic would greatly enhance understanding. Forums are of great help and almost provide all the solutions for one's doubts but the standard of understanding provided by research papers would be more promising. Online MATLAB is again a great resource provided by this course.

創建者 BaoYiping


it's good to understand the aerial robotics. it's quite hard for me, as English is not my native language. it's better if all the basic terms can be explained in supplyment material, such as body fixed frame, inertia frame, etc. The assignment is very good and helped me to understand the drones fly and controller. Finally it's better to have all the mathmatical proof in supplyment material if it's too long in the video.

創建者 Bilal S


The course is very well organized. It is intended as a primer to get the uninitiated started. Being a professor and entrepreneur myself and somewhat of a lifelong learner, I took this course to gauge whether I should recommend it to my students and staff. And I absolutely do! The 4 weeks were a roller coaster. I wish the lectures could be longer. Otherwise both the professor and his TAs did a great job.

創建者 Nikhil N L


This course was a real eye opener for me. I learned so many new concept. I picked up matlab as a bonus. i learn so much about quadcopter. But the programming assignment could have been more easy. The last assignment was really tough(quite literally) but I learn a lot. I would like to thank eveyone would make this course possible. I really enjoyed it (execpt when I missed a programming deadline ;-)

創建者 Tom F


Great introduction to mobile flight. The lectures provided enough details and examples to build a solid understanding of both the math and overall concepts, and the programing assignments built up towards designing a 3D flight path. Only minor complaint is the lack of follow up references for further study, only upenn phd theses were referenced for follow up. Overall great intro, thanks.

創建者 Ivan Š


A very useful course. I like the model of a quadrotor very much. I also like that the professor shares their research papers and PhDs. The only thing I don't like are the changes in notation in different lessons / programming exams (this goes for "des" variables"). In addition, the supplementary materials, should be read by some one with a little bit less pitch in the voice :P

創建者 Arct J A Z


It showcased the hardball of the game. It opened my eyes that robotics is not just a combination of inputs and outputs but also tons of tribulations in control theory and 3D mechanics. It is freakin' hard to get used to the new concepts and notations, but its a good eye-opener. I suggest for the learners to learn the prerequisites first and don't cram this course.

創建者 Malinda E


A Practical Introduction to Robotics in General! It might take more than 3 hours for a novice to complete assignments towards the later part of the course. Especially when it comes to tuning gains. Discussions section will aid tremendously if used wisely. The course material covered was FUN and interesting! I enjoyed this course as a refresher for MATLAB as well.

創建者 mukund s


This course gives a very good overview to aerial robotics and assignments are quite rigrous and ta's are helpful .I am grateful to coursera and Prof Vijaykumar and his team for providing such good content online.I would recommend beginners to follow some standard book alongside this course to get idea about the basics in robotics to develope a good foundation.

創建者 ChanYoung H


This lecture is fascinating to me. It has lot of material which is involved in about autonomous moving system with IMU and Camera. It' not just assemble part of drone. you can learn about drone air-dynamic mechanics and c code expression though the using matlab tool.

i highly recommend this lecture for learner who has interest about UAV autonomous system.

創建者 Andrés A L


Excellent course. You can get enough information about control applied for aerial robotics, keeping the trade-off between theory and practice. The course becomes more challenged as time passes, as the assignments are more complex. The last assignment should be more oriented, as I spent almost three weeks trying to figure out how to deal with it. Thanks