Show simple item record

dc.contributor.authorKazemian, H.B.
dc.contributor.authorMeng, Li
dc.identifier.citationKazemian , H B & Meng , L 2006 , ' An adaptive control for video transmission over Bluetooth ' IEEE Transactions on Fuzzy Systems , vol. 14 , no. 2 , pp. 263-274 .
dc.identifier.otherPURE: 7545506
dc.identifier.otherPURE UUID: cf415bc2-56ba-4746-9385-c055d1355b3e
dc.identifier.otherScopus: 33645820042
dc.description.abstractThis paper is concerned with transmission of a moving picture expert group (MPEG) video stream over a Bluetooth channel, using an adaptive neuro-fuzzy technique. MPEG variable bit rate (VBR) video sources over a network generally experience long delay and unacceptable data loss, due to high variations in bit rate. Furthermore, transmission rate could be unpredictable in a Bluetooth network due to interferences by other wireless devices or general Bluetooth channel noises. Subsequently, it is almost impossible to transmit VBR data sources over Bluetooth without excessive delay or data loss. In this work, an adaptive scheme is introduced so that the controller may adjust itself to the current state of the system under control. This paper utilizes a traffic-shaping buffer to prevent excessive back-to-back transmissions of MPEG VBR data sources. A novel adaptive neuro-fuzzy scheme regulates the output rate of the buffer to ensure that the video stream from the host conforms to the traffic conditions of the Bluetooth channel during the transmission period. The computer simulation results show that the use of the neuro-fuzzy controller reduces excessive delay and data loss at the host-controller-interface, as compared with a conventional VBR video transmission and a rule-based fuzzy controller (RBF1) in Bluetooth.en
dc.relation.ispartofIEEE Transactions on Fuzzy Systems
dc.subjectAdaptive neuro-fuzzy scheme
dc.subjectVBR video
dc.titleAn adaptive control for video transmission over Bluetoothen
dc.contributor.institutionSchool of Engineering and Technology
dc.contributor.institutionScience & Technology Research Institute
dc.contributor.institutionCentre for Engineering Research
dc.contributor.institutionDigital Media Processing and Biometrics
dc.description.statusPeer reviewed
dc.relation.schoolSchool of Engineering and Technology
rioxxterms.typeJournal Article/Review

Files in this item


There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record