Dynamic Connectivity in ALOHA Ad Hoc Networks

In a wireless network the set of transmitting nodes changes frequently because of the MAC scheduler and the traffic load. Previously, connectivity in wireless n etworks was analyzed using static geometric graphs, and as we show leads to an overly constrained design criterion. The dynamic nature of the transmitting set introduces additional randomness in a wireless system that improves the connectivity, and this additional randomness is not captured by a static connectivity graph. In this paper, we consider an ad hoc network with half-duplex radios that uses multihop routing and slotted ALOHA for the MAC contention and introduce a random dynamic multi-digraph to model its connectivity. We first provide analytical results about the degree distribution o f the graph. Next, defining the path formation time as the minimum time required for a causal path to form between the source and destination on the dynamic graph, we derive the distributional properties of the connection delay using techniques from first-passage percolation and epidemic processes. We c onsider the giant component of the network formed when communication is noise-limited (by neglecting interference). Then, in the presence of interference, we prove that the delay scales linearly with t he source-destination distance on this giant component. We also provide simulation results to support the theoretical results.

[1]  Denis Mollison,et al.  Spatial Contact Models for Ecological and Epidemic Spread , 1977 .

[2]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[3]  Martin Haenggi,et al.  Bounds on the information propagation delay in interference-limited ALOHA networks , 2009, 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks.

[4]  P. Thiran,et al.  Percolation in the signal to interference ratio graph , 2006, Journal of Applied Probability.

[5]  Patrick Thiran,et al.  Latency of wireless sensor networks with uncoordinated power saving mechanisms , 2004, MobiHoc '04.

[6]  M. Haenggi,et al.  Dynamic Connectivity and Packet Propagation Delay in ALOHA Wireless Networks , 2007, 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers.

[7]  H. Kesten Aspects of first passage percolation , 1986 .

[8]  J. Hammersley Postulates for Subadditive Processes , 1974 .

[9]  Martin Haenggi,et al.  The transport capacity of a wireless network is a subadditive euclidean functional , 2008, MASS.

[10]  Harry Kesten,et al.  First-Passage Percolation , 2003 .

[11]  Martin Haenggi,et al.  The transport capacity of a wireless network is a subadditive euclidean functional , 2008, 2008 5th IEEE International Conference on Mobile Ad Hoc and Sensor Systems.

[12]  Denis Mollison,et al.  Markovian contact processes , 1978, Advances in Applied Probability.

[13]  Bartlomiej Blaszczyszyn,et al.  A note on expansion for functionals of spatial marked point processes , 1997 .

[14]  François Baccelli,et al.  Stochastic geometry and wireless networks , 2009 .

[15]  J. Kingman Subadditive Ergodic Theory , 1973 .

[16]  Charles M. Newman,et al.  Euclidean models of first-passage percolation , 1997 .

[17]  B. Bollobás,et al.  Continuum percolation with steps in the square or the disc , 2005, Random Struct. Algorithms.

[18]  Béla Bollobás,et al.  Continuum percolation with steps in the square or the disc , 2005, Random Struct. Algorithms.

[19]  Rick Durrett,et al.  Stochastic Spatial Models , 1999, SIAM Rev..

[20]  Edmund M. Yeh,et al.  Connectivity, Percolation, and Information Dissemination in Large-Scale Wireless Networks with Dynamic Links , 2009, ArXiv.

[21]  Kazuo Iwama,et al.  CONNECTIVITY , 1996, Graph Theory and Its Applications.

[22]  John C. Wierman THE FRONT VELOCITY OF THE SIMPLE EPIDEMIC , 1979 .

[23]  Panganamala Ramana Kumar,et al.  Scaling Laws for Ad Hoc Wireless Networks: An Information Theoretic Approach , 2006, Found. Trends Netw..

[24]  François Baccelli,et al.  Stochastic Geometry and Wireless Networks, Volume 2: Applications , 2009, Found. Trends Netw..

[25]  T. Mattfeldt Stochastic Geometry and Its Applications , 1996 .

[26]  J. Hammersley,et al.  First-Passage Percolation, Subadditive Processes, Stochastic Networks, and Generalized Renewal Theory , 1965 .

[27]  H. Kesten Probability on discrete structures , 2004 .