Wireless Mobile Networks
Digital radio technology
has tremendous impact on today's mobile computing. This emerging technology
has been a catalyst for the development of many advance industrial devices
for improving information and data management systems.
Inventory recording and tracking systems
often involve large number of real-world entities that
are highly mobile.
Common commercial applications are
product distribution and marketing, railway and
shipping cargos, express package deliveries and trucking industry.
A typical military application is a dynamic battlefield environment
with continual movement and updates of logistics assets.
The three major problems of wireless communication are higher error rates,
lower bandwidth and more frequent spurious disconnection.
As a result of these factors, communication latency rises
due to higher retransmission, retransmission time-out delay increases,
and more error-control protocol processing is required.
Communication through radio waves presents more problem than
wired communication because of potential interference from the environment.
These problems are common in a widely used
widely used form of this technology, radio frequency identification (RFID)
systems, which utilize radio signals to read the identity of objects.
These wireless networks present many new and difficult problems, due to
their mobility and large scale.
Network control schemes and algorithms, media access control,
and network configuration management must be re-evaluated.
We evaluated and compared the performance of two RF tag data access protocols
in a single channel per cell implementation: slotted ALOHA Time Division
Multiple Access (slotted ALOHA/TDMA) and Direct Sequence Code Division
Multiple Access (DS/CDMA) mobile conditions are captured separately by
various levels of burst error, uplink and downlink disconnections, and
tag population. The results show that performance of DS/CDMA dominates
in all mobile conditions. In the most general cases, DS/CDMA outperforms
slotted ALOHA/TDMA by 1.5 times faster message time. DS/CDMA is particularly
superior in the case of pure uplink disconnections. For burst error and
pure downlink disconnections, DS/CDMA renders as much as 2.0 times and
4.5 times faster message time respectively.
Advanced techniques for improving radio network capacity
are being developed and evaluated.
Improvements may be achieved by adapting protocols
according to the levels of packet errors, disconnections, and
collision.
Other methods include
overlapping coverage cells
on different wavelengths and reducing transmission range
so that more cells fit into a given area.
Publications
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"A
Study on the Design of Large-Scale Mobile Recording and Tracking Systems"
by Alvin Lim and Kui Mok, 31th Hawaii International Conference on System
Sciences, Hawaii, Jan 1998.
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"Wireless
Media Access Control for Highly Mobile Information Servers: Simulation
and Performance Evaluation" by Alvin Lim, Kui
Mok, ACM Mobile Computing and Communication Review, Vol 1, No. 2,
1997.
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"Performance
Evaluation of Wireless Media Access Control for Mobile Computing Applications"
by Kui W. Mok and Alvin Lim, Computer Networking Workshop, Asian
Computing Science Conference, Singapore, December 1996.
Acknowledgements
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NFESC.
Naval Facilities Engineering Service Center, PI on A Study on the
Characteristics and Requirements of Very Large and Mobile Distributed Systems
and Distributed Databases, July 95 - Mar 96, (entirely for CAU), with Calton
Pu of Oregon Graduate Institute and Nazir Warsi of Clark Atlanta University.
-
National
Science Foundation (NSF) CAREER Award. PI on Operating System Support
and Programming Environment for Evolutionary Parallel and Distributed Applications,
May 95 -- April 98.
-
ACEIS.
Co-PI of award from the Army Research Laboratory
(95-98) and Army research Office (92-95) for
the Army Center of Excellence in Information Sciences, July 1992 -- June
1998, with Nazir Warsi (PI), et. al.