Indexed by:会议论文

Date of Publication:2013-07-04

Included Journals:EI、Scopus

Volume:7952 LNCS

Issue:PART 2

Page Number:473-480

Abstract:Human behaviors monitoring by using wireless sensor networks has gained tremendous interest in recent years from researchers in many areas. To distinguish behaviors from on-body sensor signals, many classification methods have been tried, but most of them lack the relearning ability, which is quite important for long-term monitoring applications. In this paper, a relearning probabilistic neural network is proposed. The experimental results showed that the proposed method achieved good recognition performance, as well as the relearning ability. ? 2013 Springer-Verlag Berlin Heidelberg.