Prof. David Tse
University of California at Berkeley, USA
Eindhoven, The Netherlands,
November 30 - December 1, 2005
Lectures:
Foundations, The Wireless Channel(1 hour)
Physical and statistical modeling of multipath wireless channels. Key
parameters: delay spread, coherence bandwidth, coherence time, Doppler
spread.
Example: The Ultra-wideband channel.
Foundations, Diversity(1.5 hours)
Diversity techniques. Time diversity: interleaving, rotation codes.
Space diversity: transmit and receive diversity, space-time codes.
Frequency diversity: ISI equalization, Rake receiver in CDMA systems,
frequency hopping in OFDM systems. Cooperative diversity. Impact of
channel uncertainty on diversity combining.
Examples: GSM, 802.11A.
Foundations, Capacity of Wireless Channels(1.5 hour)
Capacity notions for fading channels: outage capacity, fast fading
capacity. Key performance measures: diversity, degree of freedom and
power gains. High versus low SNR regimes. Waterfilling over time and
over frequency.
Example: rate adaptation in CDMA 2000 1x EV-DO.
MIMO I, Spatial Multiplexing(2.5 hours)
Multi-input multi-output channels. Capacity via singular value decomposition. MIMO channel modeling in the angular domain. Spatial
multiplexing architectures: linear decorrelator, MMSE receivers;
successive interference cancellation.
Example: V-BLAST.
MIMO II, Diversity-Multiplexing Tradeoff(1.5 hour)
Slow fading MIMO channels. Outage-optimal architectures. Design via
diversity-multiplexing tradeoff.
Example: D-BLAST.
Wireless Systems, Multiple Access and Interference Management(1.5 hours)
Comparison of three cellular systems: narrowband, wideband CDMA and
wideband OFDM. Basic concepts: frequency reuse, power control,
out-of-cell interference averaging, soft handoff. Uplink vs downlink.
Examples: GSM, IS-95, Flash OFDM.
Wireless Systems, Opportunistic Communication(1.5 hours)
Multiuser waterfilling in downlink and uplink fading channels.
Multiuser diversity. System issues: fairness, delay and channel
uncertainty. Induced fading: opportunistic beamforming and nulling.
Example: Downlink scheduling in 1x EV-DO.
MIMO III, Multiple Antennas in Networks(1 hour)
Space-division multiple access. Downlink and uplink linear beamforming
and duality. Successive cancellation and Costa precoding. Multiple
antennas in cellular networks.