VStore: Towards Cooperative Storage in Vehicular Sensor Networks for Mobile Surveillance

Currently, vehicles are equipped with forward facing cameras to assist the forensic investigations of events by proactive image capturing from streets and roads. With content redundancy and storage imbalance in this in-network distributed storage system, how to maximize its storage capacity is a challenge. In other words, how to maximize the average lifetime of sensory data (i.e. images generated by cameras) in network is a fundamental problem need to be solved. This paper presents, VStore, a cooperative storage solution for mobile surveillance in vehicular sensor networks (VSN). The mechanisms in VStore are designed for redundancy elimination by exchanging information between vehicles and storage balancing. Compared with previous work, we deal with new challenges in mobile scenario. Field testing was carried out on a real-trace driven simulator, which utilizes about 500 taxies in Shanghai city. The testing results show that VStore can largely prolong the average lifetime of sensory data by cooperative storage.

[1]  Svetha Venkatesh,et al.  Virtual observers in a mobile surveillance system , 2006, MM '06.

[2]  Wei Hong,et al.  TinyDB: an acquisitional query processing system for sensor networks , 2005, TODS.

[3]  Deepak Ganesan,et al.  PRESTO: feedback-driven data management in sensor networks , 2009, TNET.

[4]  Brad Karp,et al.  GPSR: greedy perimeter stateless routing for wireless networks , 2000, MobiCom '00.

[5]  Thomas F. La Porta,et al.  Data Dissemination with Ring-Based Index for Wireless Sensor Networks , 2007, IEEE Transactions on Mobile Computing.

[6]  Ian F. Akyildiz,et al.  A survey on wireless multimedia sensor networks , 2007, Comput. Networks.

[7]  Tarek F. Abdelzaher,et al.  EnviroStore: A Cooperative Storage System for Disconnected Operation in Sensor Networks , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[8]  Svetha Venkatesh,et al.  Distributed query processing for mobile surveillance , 2007, ACM Multimedia.

[9]  Xu Li,et al.  Performance Evaluation of SUVnet With Real-Time Traffic Data , 2007, IEEE Transactions on Vehicular Technology.

[10]  Peter Desnoyers,et al.  TSAR: a two tier sensor storage architecture using interval skip graphs , 2005, SenSys '05.

[11]  Deborah Estrin,et al.  An evaluation of multi-resolution storage for sensor networks , 2003, SenSys '03.

[12]  Leonidas J. Guibas,et al.  Landmark-Based Information Storage and Retrieval in Sensor Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[13]  Hao Wu,et al.  MDDV: a mobility-centric data dissemination algorithm for vehicular networks , 2004, VANET '04.

[14]  Jing Zhao,et al.  VADD: Vehicle-Assisted Data Delivery in Vehicular Ad Hoc Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[15]  Tarek F. Abdelzaher,et al.  EnviroMic: Towards Cooperative Storage and Retrieval in Audio Sensor Networks , 2007, 27th International Conference on Distributed Computing Systems (ICDCS '07).