{"product_id":"design-of-adaptive-equaliser-structures-in-neural-network-paradigm-von-susmita-das","title":"Design of Adaptive Equaliser Structures in Neural Network Paradigm","description":"\u003cp\u003eAdaptive channel equalisers compensate the  disruptive effects caused by band-limited  channels, hence enabling higher data rate in digital  communication. Designing efficient equalisers based  on low structural complexity is an area of  interest amongst communication system designers.   This research has significantly contributed to the  development of novel equaliser structures in the  neural network paradigm on the framework of both the  feedforward neural network and the recurrent  neural network of low structural complexity. Various  innovative techniques  like hierarchical knowledge reinforcement, genetic  evolutionary concept, transform domain   approach, tuning of sigmoid slope of neuron using  fuzzy logic  concept have been incorporated into an FNN framework  to design highly efficient equaliser structures.  Subsequently, an hybrid concept of using cascaded  modules of RNN and FNN in various configurations has  also been proposed. Significant performance  improvement over the conventional equalisers in  terms  of BER, faster adaptation rate and ease of  implementation  are the major advantages  of the proposed neural network based equalisers.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838321042\"\u003e\u003ch3\u003eDevelopment based on both feedforward and recurrent neural topologies of reduced structural complexity\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838321042","offer_id":39498904928349,"sku":"9783838321042","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/2f6d8dc5-b03d-4f46-8259-ee9e778a9b49.jpg?v=1758257597","url":"https:\/\/shop.autorenwelt.de\/en\/products\/design-of-adaptive-equaliser-structures-in-neural-network-paradigm-von-susmita-das","provider":"Autorenwelt Shop","version":"1.0","type":"link"}