{"product_id":"predictive-artificial-neural-networks-von-rajasvaran-logeswaran","title":"Predictive Artificial Neural Networks","description":"\u003cp\u003eData compression deals with removal of redundancy,  reducing bandwidth and thus lowering transmission  and storage costs. Telemetry data can be sensitive  to inaccuracies and require lossless compression for  exact reconstruction at the receiver. One technology  that has been successfully applied in a wide range  of applications is artificial neural networks (ANN),  a massively parallel system with pattern recognition  capabilities. This monograph is a reproduction of  the author''s postgraduate thesis work at Multimedia  University, Malaysia. A two-stage predictor-encoder  combination is proposed, incorporating a variety of  feedforward, recurrent and radial basis ANN  architectures, as the predictors. The encoders are  well known compression algorithms. Characteristic  features of the models, transmission issues and  other practical considerations are taken into  account to determine optimised configuration  of the schemes. Significant compression results are  reported, along with a critical review of the  strengths and weaknesses of over 50 implementations  simulated with satellite telemetry data.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838337449\"\u003e\u003ch3\u003eA Block-adaptive Scheme for Lossless Telemetry Data Compression\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838337449","offer_id":39499027710045,"sku":"9783838337449","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/976ed555-44aa-495a-bafb-32dc86b8b3c3.jpg?v=1772866297","url":"https:\/\/shop.autorenwelt.de\/en\/products\/predictive-artificial-neural-networks-von-rajasvaran-logeswaran","provider":"Autorenwelt Shop","version":"1.0","type":"link"}