An algorithm for solving a sensor localization problem on a low-cost microcontroller platform is presented in this paper. Localization is described as an optimization problem and the use of microimmune algorithm (MIA)...
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ISBN:
(纸本)9781479961177
An algorithm for solving a sensor localization problem on a low-cost microcontroller platform is presented in this paper. Localization is described as an optimization problem and the use of microimmune algorithm (MIA) is proposed for solving it. The presented design of MIA is able to perform under restricted memory capacity of a majority of standard low-cost microcontroller platforms. A microimmune optimization approach was compared to a closed form solution using subspace techniques and based on the simulation experiments, a comparable quality of both optimization approaches was obtained.
A microimmune optimization algorithm presented in this paper was considered for solving inverse kinematics of a redundant robotic arm. For this purpose, a multiobjective criterion was defined to compare performances o...
详细信息
ISBN:
(纸本)9781479906529
A microimmune optimization algorithm presented in this paper was considered for solving inverse kinematics of a redundant robotic arm. For this purpose, a multiobjective criterion was defined to compare performances of microimmune and microgenetic algorithms. Multiobjective optimization was used to determine a set of best algorithms, and the microimmune algorithm proved superior in solving a selected optimization problem. The assessment of time needed for algorithms to solve the inverse kinematics problem on-line was made based on the tests carried out on a low-cost microcontroller.
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