Title :
Modeling and performance analysis of automatic meter reading systems using power line communications
Author :
Sivaneasan, B. ; So, P.L. ; Gunawan, E.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper presents an analytical model to study the performances of two schemes for automatic meter reading (AMR) systems using power line communications (PLC) access networks. These two schemes, namely clustered simple polling (CSP) and neighbor relay polling (NRP), are shown to be effective and efficient AMR schemes typically in overcoming the ¿silent node¿ problem associated with AMR systems. The analytical model presents a tree-like topological structure of the PLC access network assuming automatic 3-level clustering mechanism. The metering unit with ¿silent node¿ problem is represented by a two-state transition Markov model. The data collection time and success rate of the two schemes are studied. Through the comparison of the analytical results with the simulation results, it is verified that the analytical model to study the performances of the AMR schemes is accurately developed.
Keywords :
Markov processes; automatic meter reading; carrier transmission on power lines; subscriber loops; trees (mathematics); AMR schemes; PLC access network; automatic meter reading systems; clustered simple polling; neighbor relay polling; power line communications; silent node problem; tree-like topological structure; two-state transition Markov model; Analytical models; Automatic meter reading; Communication networks; Costs; Impedance; Meter reading; Performance analysis; Power line communications; Power system modeling; Programmable control; automatic meter reading; performance analysis; polling; power line communications; silent node;
Conference_Titel :
Communication Systems, 2008. ICCS 2008. 11th IEEE Singapore International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-2423-8
Electronic_ISBN :
978-1-4244-2424-5
DOI :
10.1109/ICCS.2008.4737422