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» A Neural Network-Based Approach to Robot Motion Control
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ISCAS
2006
IEEE
103views Hardware» more  ISCAS 2006»
14 years 2 months ago
A neural model for sonar-based navigation in obstacle fields
— The rapid control of sonar-guided vehicles through obstacle fields has been a goal of robotics for decades. How sensory data is represented strongly affects how obstacles and g...
Timothy K. Horiuchi
ICRA
2006
IEEE
165views Robotics» more  ICRA 2006»
14 years 2 months ago
Trajectory Tracking and Balance Stabilization Control of Autonomous Motorcycles
— In this paper, we present a trajectory tracking control algorithm for an autonomous motorcycle for the DARPA Grand Challenge. The mathematical dynamic model of the autonomous m...
Jingang Yi, Dezhen Song, Anthony Levandowski, Suha...
ICRA
2007
IEEE
209views Robotics» more  ICRA 2007»
14 years 3 months ago
Autonomous Control of an Autonomous Underwater Vehicle Towing a Vector Sensor Array
— This paper is about the autonomous control of an autonomous underwater vehicle (AUV), and the particular considerations required to allow proper control while towing a 100-mete...
Michael R. Benjamin, David Battle, Donald P. Eicks...
ICANNGA
2009
Springer
203views Algorithms» more  ICANNGA 2009»
14 years 3 months ago
NEAT in HyperNEAT Substituted with Genetic Programming
In this paper we present application of genetic programming (GP) [1] to evolution of indirect encoding of neural network weights. We compare usage of original HyperNEAT algorithm w...
Zdenek Buk, Jan Koutník, Miroslav Snorek
ICRA
2010
IEEE
147views Robotics» more  ICRA 2010»
13 years 7 months ago
Simulation and control of an autonomous bucket excavator for landscaping tasks
— Introducing autonomous machines to construction areas can improve many of the occurring processes. Therefore, this paper deals with problems in the field of creating an autono...
Daniel Schmidt 0004, Martin Proetzsch, Karsten Ber...