{"title":"Road Type Recognition Using Neural Networks for Vehicle Seat Vibration Damping","authors":"O. Tanovic, S. Huseinbegović, B. Lacevic","doi":"10.1109/ISSPIT.2008.4775732","DOIUrl":"https://doi.org/10.1109/ISSPIT.2008.4775732","url":null,"abstract":"In a modern vehicle systems one of the main goals to achieve is driver's safety, and many sophisticated systems are made for that purpose. Vibration isolation for the vehicle seats, and at the same time for the driver, is one of the challenging problems. Parameters of the controller used for the isolation can be tuned for a different road types, making the isolation better (specially for the vehicles like dampers, tractors, field machinery, bulldozers, etc.). In this paper we propose the method where neural networks are used for road type recognition. The main goal is to obtain a good road recognition for the purpose of better vibration damping of a driver's semi active controllable seat. The recognition of a specific road type will be based on the measurable parameters of a vehicle. Discrete Fourier Transform of measurable parameters is obtained and used for the neural network learning. The dimension of the input vector, as the main parameter that decides the speed of road recognition, is varied.","PeriodicalId":213756,"journal":{"name":"2008 IEEE International Symposium on Signal Processing and Information Technology","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127156016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Streaming Media Transport Protocols On Basis Of Next Generation Internet","authors":"M. Bolic, Z. Begic, E. Secerbegovic","doi":"10.1109/ISSPIT.2008.4775645","DOIUrl":"https://doi.org/10.1109/ISSPIT.2008.4775645","url":null,"abstract":"Internet's rapid growth promoted the evolutoin of network based applications. Since a particular network application has its special requirements for network topology, many different protocols have been introduced over the last couple of years. Most of these protocols overlap and are redundant in function, which results in bad overall performance of the application and the network. This paper presents an IPv6 QoS-based simple streaming transport protocol (SSTP), which enables the next generation networks to perform better and takes into account the feature of multimedia stream transmission. The protocol has been implemented and deployed in various multimedia based implementations. This paper will not only introduce the background and design thinking behind SSTP, but also describe the SSTP in detail. At last, the paper compares the performance of SSTP and RTP/RTCP, and gives the considerations about improvement of SSTP.","PeriodicalId":213756,"journal":{"name":"2008 IEEE International Symposium on Signal Processing and Information Technology","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2008-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125819896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}