Title :
Design of a krill herd algorithm based adaptive channel equalizer
Author :
Pandey, Shishir ; Patidar, Rohan ; George, Nithin V.
Author_Institution :
Dept. of Chem., Indian Inst. of Technol. Guwahati, Guwahati, India
Abstract :
This paper presents the design of an adaptive channel equalizer which is based on the recently proposed krill herd (KH) algorithm. The channel equalization problem, which is conventionally solved using gradient descent approaches, has been formulated as an evolutionary computing (EC) algorithm based optimization task. The performance of the proposed scheme has been compared with that obtained using other EC based equalizers and the KH algorithm based equalizer has been shown to offer improved channel equalization over the other schemes.
Keywords :
adaptive equalisers; evolutionary computation; gradient methods; telecommunication channels; EC based equalizer; KH algorithm based equalizer; Krill Herd algorithm based adaptive channel equalizer; channel equalization; evolutionary computing algorithm based optimization task; gradient descent approache; Adaptive equalizers; Algorithm design and analysis; Bit error rate; Optimization; Signal processing algorithms; Signal to noise ratio;
Conference_Titel :
Intelligent Signal Processing and Communication Systems (ISPACS), 2014 International Symposium on
Conference_Location :
Kuching
DOI :
10.1109/ISPACS.2014.7024463