Proc. IEEE Int. Conf. on Communications,
Work. Integrating Comm., Control, Comp. Tech. for Smart Grid,
May 20-24, 2018, Kansas City, MO, USA.
Real-Time Testbed for Diversity in Powerline and Wireless Smart Grid Communications
Junmo Sung and
Brian L. Evans
Department of Electrical and Computer Engineering,
Wireless Networking and Communications Group,
The University of Texas at Austin,
Austin, TX 78712 USA
junmo.sung@utexas.edu -
bevans@ece.utexas.edu
Paper Draft -
Presentation Slides -
Software Release
Our Magazine Article on Smart Grid Communications Diversity
Smart Grid Communications Project
Abstract
Two-way communication is a key feature in a smart grid.
It is enabled by either powerline communication or wireless
communication technologies.
Utilizing both technologies can potentially enhance communication
reliability, and many diversity combining schemes have been proposed.
In this paper, we propose a flexible real-time testbed to evaluate
diversity combining schemes over physical channels.
The testbed provides essential parts of physical layers on which
both powerline and wireless communications operate.
The contributions of this paper are
- design and implementation of a real-time testbed for
diversity of simultaneous powerline and wireless communications,
- release of the setup information and complete source code for
the testbed, and
- performance evaluation of maximal ratio combining (MRC) on
the testbed.
As initial results, we show that performance of MRC from measurements
obtained on the testbed over physical channels is very close to that
in simulations in various test cases under a controlled laboratory environment.
Questions & Answers
Q1. Is it practical to have a data aggregators support both powerline
and wireless communications
A1. If a wireless communications network were initially deployed for the
connection between a smart meter and the data aggregator, then the data
aggregator will likely not be located on a power line and hence adding a
powerline connection would be impractical.
However, if a powerline communications network already exists, then it
might be practical to add a wireless communications link at the data
aggregator.
This particular project was funded by NXP Semiconductor and Texas Instruments
through the Semiconductor Research Corporation.
In their reference designs for smart meters, NXP and TI supported both
powerline communication and wireless communications over the 900 MHz
unlicensed band.
Their idea was to allow power utilites to decide which communication
modality to enable when a power meter is deployed in the field.
In the project, NXP and TI asked us to look at what improvements in
reliability could be possible for joint transmission over the powerline
and wireless channels.
Our testbed has shown 3 dB of SNR gain in the average bit error rate (BER)
vs. SNR, or equivalently a reduction by three orders of magnitude
in average BER for the same SNR setting.
Q2. The average coded BER vs. SNR plots show a shift in the shape
of the curve for the MRC combiner of the PLC/wireless channels vs.
separate decoding.
However, the slope of the curve is the same, and this does not
indicate an improvement due to diversity.
A2. Due to the independence of the PLC and wireless links,
we would expect to see twice the diversity order play out
in the communication performance.
At high SNR, we would expect to see a doubling in the slope in
the average BER on a log scale vs. SNR in dB curves for the
hybrid system vs. that of a single link.
In the paper, we used convolutional coding and Viterbi decoding,
and swept SNR values from -6 dB to 4 dB for binary phase shift
keying (BPSK) and -4 dB to 8 dB for differential BPSK using the
testbed.
For the average coded BER on a log scale vs. SNR in dB for BPSK,
the slopes for the two data points with the highest SNR values are
-1.1835 for the PLC link,
-1.1896 for the Wireless Communications link, and
-1.4652 for the MRC.
The SNR range that we considered is too low to see the dramatic
increase in the slope.
We will seek to verify that as SNR increases, the average BER
of the hybrid system decreases more rapidly (i.e. higher slope)
than the BER of a single link.
(Note: Prof. Naofal Al-Dhahir at The University of Texas at Dallas
contributed to this answer.)
Q3. Did you consider simply selecting the link with the higher SNR?
A3. We didn't try this approach.
From eyeballing the average coded BER rate vs. SNR curves,
choosing the link with the higher SNR would not perform as well as
the proposed MRC approach, except in the case of an exteme difference
in SNRs in which selecting the link with the higher SNR would give
the same result as the proposed MRC approach.
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Last Updated 05/29/18.