Shannon Entropy And Tracking Dynamic Systems Over Noisy Channels
نویسندگان
1 Department of Electrical Technology, Gazi Vocational College, Gazi University, Ankara, Turkey
2 Department of Software Engineering, Faculty of Technology, Karadeniz Technical University, Trabzon, Turkey
3 Department of Electrical and Electronics Engineering, Technology Faculty, Duzce University, Duzce, Turkey
4 Department of Electrical and Electronics Engineering, Technology Faculty, Duzce University, Duzce, Turkey
5 Department of Electrical and Electronics Engineering, Technology Faculty, Duzce University, Duzce, Turkey
doi
10.24200/sci.2017.4375چکیده
This paper is concerned with the estimation of state trajectory of linear discrete timedynamic systems subject to parametric uncertainty over the compound erasure channelthat uses feedback channel intermittently. For this combined system and channel,using the data processing inequality and a robust version of the Shannon lower bound,a necessary condition on channel capacity for estimation of state trajectory at thereceiver giving almost sure asymptotically zero estimation error is presented. Then,an estimation technique over the compound erasure channel that includes an encoder,decoder and a sucient condition under which the estimation error at the receiveris asymptotically zero almost surely is presented. This leads to the conclusion thatover the compound erasure channel, a condition on Shannon capacity in terms ofthe rate of expansion of the Shannon entropy is a necessary and sucient conditionfor estimation with uniform almost sure asymptotically zero estimation error. Thesatisfactory performance of the proposed technique is illustrated using simulation.
