ACM Home Page
Please provide us with feedback. Feedback
Price-based rate control in random access networks
Full text PdfPdf (491 KB)
Source IEEE/ACM Transactions on Networking (TON) archive
Volume 13 ,  Issue 5  (October 2005) table of contents
Pages: 1027 - 1040  
Year of Publication: 2005
ISSN:1063-6692
Authors
Clement Yuen  Department of Computer Science, University of Toronto, Toronto, ON, Canada
Peter Marbach  Department of Computer Science, University of Toronto, Toronto, ON, Canada
Publisher
IEEE Press  Piscataway, NJ, USA
Bibliometrics
Downloads (6 Weeks): 7,   Downloads (12 Months): 52,   Citation Count: 1
Additional Information:

abstract   references   cited by   index terms   collaborative colleagues  

Tools and Actions: Review this Article  
Save this Article to a Binder    Display Formats: BibTex  EndNote ACM Ref   
DOI Bookmark: 10.1109/TNET.2005.858448

ABSTRACT

We study a price-based rate control mechanism for random access networks. The mechanism uses channel feedback information to control the aggregate packet arrival rate. For our analysis, we use the standard slotted Aloha model with an infinite set of nodes. We show that the resulting Markov chain is positive recurrent. In addition, we characterize the throughput and delay at the operating point of the system and show how the operating point can be set a priori by appropriately choosing the control parameters. We illustrate our results using numerical experiments.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
2
 
3
{3} H. Wu, Y. Peng, K. Long, S. Cheng, and J. Ma, "Performance of reliable transport protocol over IEEE 802.11 wireless LAN: Analysis and enhancement," in Proc. IEEE INFOCOM, Jun. 2002, pp. 599-607.
 
4
{4} S. Shenker, "Fundamental design issues for the future Internet," IEEE J. Sel. Areas Commun., vol. 13, no. 7, pp. 1176-1188, Sep. 1995.
 
5
{5} F. Kelly, "Charging and rate control for elastic traffic," Eur. Trans. Telecommun., vol. 8, pp. 33-37, 1997.
 
6
{6} F. Kelly, A. Maulloo, and D. Tan, "Rate control for communication networks: Shadow prices, proportional fairness, and stability," J. Oper. Res. Soc., vol. 49, pp. 237-252, 1998.
 
7
 
8
{8} S. Athuraliya and S. H. Low, "Optimization flowcontrol--II: Implementation," Caltech, May 2000. preprint, {Online.} http://netlab.caltech.edu.
 
9
{9} S. Kunniyur and R. Srikant, "End-to-end congestion control schemes: Utility functions, random losses, and ECN marks," in Proc. 19th Annu. Joint Conf. IEEE Computer and Communications Societies, vol. 3, Tel Aviv, Israel, Mar. 2000, pp. 1323-1332.
 
10
{10} C. Yuen and P. Marbach, "End-to-end rate control for networks with random access links," in Proc. IEEE CCECE, Niagra Falls, ON, Canada, Apr. 2004.
 
11
{11} C. Yuen, "Rate control with pricing in contention-based access networks," M.S. thesis, Univ. of Toronto, Toronto, ON, Canada, 2002.
12
 
13
{13} A. G. Pakes, "Some conditions for ergodicity and recurrence of Markov chains," Oper. Res., vol. 17, pp. 1058-1061, 1969.
 
14
{14} C. Yuen and P. Marbach, "Service Differentiation in Random Access Networks," Univ. Toronto, Toronto, ON, Canada, Tech. Rep. CSRG-472, Jul. 2003.
 
15
{15} F. Kelly, "Stochastic models of computer communication systems," J. Royal Stat. Soc. B, vol. 47, no. 3, pp. 379-395, 1985.
 
16
{16} IEEE Trans. Inf. Theory, vol. IT-31, Mar. 1985.
 
17
{17} A. Ephremides and B. Hajek, "Information theory and communication networks: An unconsummated union," IEEE Trans. Inf. Theory, vol. 44, no. 6, pp. 2416-2434, Oct. 1998.
 
18
 
19
{19} B. S. Chlebus, Randomized Communication in Radio Networks, ser. Handbook of Randomized Computing. Norwell, MA: Kluwer, July 2001, vol. I, ch. 11, pp. 401-456.
 
20
{20} L. Kleinrock and S. Lam, "Packet switching in a multiaccess broadcast channel: Dynamic control procedures," IEEE Trans. Commun., vol. COM-23, no. 9, pp. 891-904, Sep. 1975.
 
21
{21} K. Mittal and A. N. Venetsanopoulos, "A note on optimal input control policy for an ALOHA access scheme," IEEE Trans. Commun., vol. 39, no. 2, pp. 197-199, Feb. 1991.
 
22
{22} R. Battiti, M. Conti, E. Gregori, and M. Sabel, "Price-based congestion-control in Wi-Fi hot spots," in Proc. 1st IEEE/ACM WiOpt Workshop, INRIA Sophia-Antipolis, France, Mar. 2003, pp. 91-100.
 
23
{23} Y. Jin and G. Kesidis, "A pricing strategy for an ALOHA network of heterogeneous users with inelastic bandwidth requirements," in Proc. Conf. Information Sciences and Systems (CISS), Princeton, NJ, Mar. 2002.
 
24
{24} B. Hajek and T. van Loon, "Decentralized dynamic control of a multi-access broadcast channel," IEEE Trans. Autom. Control, vol. AC-27, no. 3, pp. 559-569, Jun. 1982.
25
 
26
 
27
 
28
{28} R. Bruno, M. Conti, and E. Gregori, "Throughput evaluation and enhancement of TCP clients in Wi-Fi hot spots," in Proc. Wireless On-Demand Network Systems, 2004, pp. 73-86.
 
29
{29} F. G. Foster, "On the stochastic matrices associated with certain queuing processes," Ann. Math. Statistics, vol. 24, no. 3, pp. 355-360, Sept. 1953.
 
30
{30} S. P. Meyn and R. L. Tweedie, Markov Chains and Stochastic Stability, ser. Communication and Control Engineering Series. London, U.K.: Springer-Verlag, 1993.


Collaborative Colleagues:
Clement Yuen: colleagues
Peter Marbach: colleagues