Scaling laws for capacity and delay in wireless ad hoc networks with random mobility

We study the asymptotic throughput capacity and delay in mobile ad hoc networks following the 2-hop relaying algorithm proposed by Grossglauser and Tse (2001). We assume the nodes to be uniformly distributed on a sphere, and consider two canonical mobility models: the Brownian mobility model (BMM), and the random way-point mobility model (RWMM). We show that for an ad hoc network formed by n mobile nodes the delay scales as O (log/sup 2/n//spl sigma//sup 2/(n)) under the BMM, and, /spl Theta/ (1/r(n)v(n)) under the RWMM, where /spl sigma//sup 2/(n) is the variance parameter of the BMM, v(n) is the average speed of nodes under the RWMM, and r(n) is the communication radius of the nodes.

[1]  David R. Brillinger,et al.  A Particle Migrating Randomly on a Sphere , 1997 .

[2]  Tracy Camp,et al.  A survey of mobility models for ad hoc network research , 2002, Wirel. Commun. Mob. Comput..

[3]  Rick S. Blum,et al.  Delay limited capacity of ad hoc networks: asymptotically optimal transmission and relaying strategy , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[4]  S. Karlin,et al.  A second course in stochastic processes , 1981 .

[5]  Ravi R. Mazumdar,et al.  Delay and Capacity Trade-o in Wireless Ad Hoc Networks with Random Mobility , 2004 .

[6]  David Tse,et al.  Mobility increases the capacity of ad-hoc wireless networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[7]  Zygmunt J. Haas,et al.  Multipath routing in the presence of frequent topological changes , 2001, IEEE Commun. Mag..

[8]  J. Kingman Inequalities in the Theory of Queues , 1970 .

[9]  Zhen Liu,et al.  Capacity, delay and mobility in wireless ad-hoc networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[10]  Devavrat Shah,et al.  Throughput-delay trade-off in wireless networks , 2004, IEEE INFOCOM 2004.

[11]  Eytan Modiano,et al.  Capacity and delay tradeoffs for ad hoc mobile networks , 2005, IEEE Trans. Inf. Theory.

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

[13]  Rabi Bhattacharya,et al.  Stochastic processes with applications , 1990 .

[14]  Sheldon M. Ross,et al.  Stochastic Processes , 2018, Gauge Integral Structures for Stochastic Calculus and Quantum Electrodynamics.