Directed diffusion: a scalable and robust communication paradigm for sensor networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Replication strategies in unstructured peer-to-peer networks
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
SHARP: a hybrid adaptive routing protocol for mobile ad hoc networks
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
Flooding strategy for target discovery in wireless networks
MSWIM '03 Proceedings of the 6th ACM international workshop on Modeling analysis and simulation of wireless and mobile systems
Data-centric storage in sensornets with GHT, a geographic hash table
Mobile Networks and Applications
Revisiting the TTL-based controlled flooding search: optimality and randomization
Proceedings of the 10th annual international conference on Mobile computing and networking
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In this paper, we study the problem of minimizing the number of data replicas for delay-bounded queries in wireless ad hoc networks. We focus our attention on step-by-step expanding ring search, which provides an upper bound on query delay to any expanding ring based search strategies. We analyze the probabilistic behavior of query delay, and develop an analytical approach to approximate the minimum number of data replicas for delay bounded data query in wireless ad hoc networks. We validate our analysis through extensive simulations.