Demo Data from EDBT 2026 / reviewers in the wild / expert
Ming Kang 0001
dblp:58/1289
· DBLP profile ↗
16ranked-venue papers
16as first author
0since 2021 · last 2007
0000-0001-7189-7466ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Computer networks · 15 · 15 first-authorTheory of computation · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer networks
4 papers |
Physical-layer communications · 100% | |
| Theoretical computer science
1 paper |
Information theory · 100% |
Topics — the 14 heaviest of 14, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Physical-layer communications
MIMO |
0.1 | 2 | 2004 | A comparative study on the performance of MIMO MRC systems with and without cochannel interference · IEEE Trans. Commun. 2004 Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Physical-layer communications
outage probability |
0.1 | 2 | 2003 | Hotelling's generalized distribution and performance of 2D-RAKE receivers · IEEE Trans. Inf. Theory 2003 Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Physical-layer communications
fading channels |
0.1 | 3 | 2004 | Hotelling's generalized distribution and performance of 2D-RAKE receivers · IEEE Trans. Inf. Theory 2003 A comparative study on the performance of MIMO MRC systems with and without cochannel interference · IEEE Trans. Commun. 2004 Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Physical-layer communications › interference suppression
cochannel interference |
0.1 | 2 | 2004 | A comparative study on the performance of MIMO MRC systems with and without cochannel interference · IEEE Trans. Commun. 2004 Outage probability and spectrum efficiency of cellular mobile radio systems with smart antennas · IEEE Trans. Commun. 2002 |
Physical-layer communications › fading channels
rayleigh fading |
0.1 | 2 | 2004 | Hotelling's generalized distribution and performance of 2D-RAKE receivers · IEEE Trans. Inf. Theory 2003 A comparative study on the performance of MIMO MRC systems with and without cochannel interference · IEEE Trans. Commun. 2004 |
Physical-layer communications › diversity combining
maximal ratio combining |
0.0 | 1 | 2004 | A comparative study on the performance of MIMO MRC systems with and without cochannel interference · IEEE Trans. Commun. 2004 |
Physical-layer communications › MIMO › MIMO diversity
MIMO MRC |
0.0 | 1 | 2003 | Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Physical-layer communications › diversity combining
RAKE receiver |
0.0 | 1 | 2003 | Hotelling's generalized distribution and performance of 2D-RAKE receivers · IEEE Trans. Inf. Theory 2003 |
Physical-layer communications
spread spectrum |
0.0 | 1 | 2003 | Hotelling's generalized distribution and performance of 2D-RAKE receivers · IEEE Trans. Inf. Theory 2003 |
Physical-layer communications › antenna arrays
smart antennas |
0.0 | 1 | 2002 | Outage probability and spectrum efficiency of cellular mobile radio systems with smart antennas · IEEE Trans. Commun. 2002 |
Physical-layer communications › fading channels
rician fading |
0.0 | 1 | 2003 | Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Information theory › probability theory
random matrix theory |
0.0 | 1 | 2003 | Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Information theory › probability theory › random matrix theory
wishart matrices |
0.0 | 1 | 2003 | Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems · IEEE J. Sel. Areas Commun. 2003 |
Physical-layer communications › diversity combining
optimum combining |
0.0 | 1 | 2002 | Outage probability and spectrum efficiency of cellular mobile radio systems with smart antennas · IEEE Trans. Commun. 2002 |
Methods — techniques the papers use, named apart from their topics
monte carlo simulation · 0.1closed-form performance analysis · 0.0hypergeometric functions · 0.0hotelling's t-squared distribution · 0.0noncentral multivariate f distribution · 0.0closed-form analysis · 0.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2007 | Capacity of MIMO channels in the presence of co-channel interferenceabstractAbstract This paper presents analytical results on the capacity of multiple‐input‐multiple‐output (MIMO) fading channels in the presence of co‐channel interference (CCI). We consider the scenario in which the desired and CCI users are all subject to Rayleigh fading. We assume that channel realizations of both the desired and CCI users are known at the receiver. Moreover, we consider the case where the transmitter does not have any CSI and as such equal‐power allocation among transmit antennas is used. Given this setup, we derive the moment generating function (MGF) and the mean of the mutual information (MI). We then study the complementary cumulative distribution function of the MI using a Gaussian approximation. Finally, we present and discuss numerical examples to illustrate the mathematical formalism and to show the effect of various parameters on the capacity of MIMO channels in the presence of CCI. Copyright © 2006 John Wiley & Sons, Ltd. Ming Kang 0001, Lin Yang 0010, Mohamed-Slim Alouini |
Wirel. Commun. Mob. Comput. | 1 |
| 2006 | Capacity of MIMO Rician channelsabstractThis paper presents exact results on the capacity of multiple-input-multiple-output (MIMO) Rician channels when perfect channel state information (CSI) is assumed at the receiver but the transmitter has neither instantaneous nor statistical CSI. It first derives the exact expression for the average mutual information (MI) rate of MIMO Rician fading channels when the fading coefficients are independent but not necessarily identically distributed. The results for the independent and identically distributed (i.i.d.) MIMO Rician and Rayleigh fading channels are also obtained as special cases. These results are derived using a different approach than the one used by Telatar for the i.i.d. Rayleigh case. The complementary cumulative distribution function (CCDF) of the MI is also obtained using a Gaussian approximation. The CDF of MI can serve as an upper bound to the outage probability of nonergodic MIMO Rician channels. Numerical results confirm that for a fixed channel gain, a strong tine-of-sight component decreases the channel capacity due to the lack of scattering. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Wirel. Commun. | 1 |
| 2006 | Capacity of correlated MIMO Rayleigh channelsabstractAbstract-This paper presents some exact results on the capacity of multiple-input-multiple-output (MIMO) channels subject to correlated Rayleigh fading when perfect channel state information (CSI) is known at the receiver. The authors focus on the semicorrelated scenario in which correlation exists either at the transmitter or at the receiver., They consider two cases: 1) the transmitter does not have any CSI and as such allocates power equally among transmitter antennas and 2) the transmitter only knows the statistical distribution of the channel. The first case derives the moment generating function (MGF) of the mutual information (MI) and then deduces from this MGF the mean MI. The authors also study the cumulative distribution function (CDF) of the MI, which can serve as an upper bound to the outage probability under the capacity versus outage formulation when the channel is nonergodic. The second case studies the capacity achieved by optimum power-loading and beamforming schemes based on covariance feedback. Numerical results illustrate that the full capacity of MIMO systems can be preserved even for relatively high values of correlation coefficients. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Wirel. Commun. | 1 |
| 2006 | Outage probability of mimo optimum combining in presence of unbalanced co-channel interferers and noiseabstractThis paper studies the performance of multiple-input-multiple-output (MIMO) systems with optimum combining in the presence of both co-channel interference (CCI) and noise. We assume that both desired and CCI users are subject to Rayleigh fading and allow the number of CCI users to be arbitrary and their short-term average powers to be non-identical. Given these assumptions, we derive exact results on the cumulative distribution function (CDF) of the output signal-to-interference-plus-noise ratio (SINR), or equivalently, the outage probability of this MIMO optimum combining scheme. Finally, we present and discuss some numerical examples to validate our analytical expressions and to show the effect of CCI on the performance of MIMO optimum combining systems Ming Kang 0001, Lin Yang 0010, Mohamed-Slim Alouini |
IEEE Trans. Wirel. Commun. | 1 |
| 2005 | Transmission of multiple description codes over wireless channels using channel balancingabstractMultiple description coding (MDC) is an error-resilient scheme for transmission over packet erasure channels. In this paper, we propose a channel-balancing scheme for the transmission of an MDC source over time-varying channels, such as wireless links. We consider a system in which there are more subchannels than the number of descriptions and the transmission rate is adapted to the channel variation. The proposed balancing scheme is based on the polynomial-time set-partitioning algorithm using the differencing method. It is shown that the proposed scheme results in a low-delay and high-throughput transmission, which is desirable for real-time multimedia content delivery over wireless channels. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Wirel. Commun. | 1 |
| 2004 | A comparative study on the performance of MIMO MRC systems with and without cochannel interferenceabstractThis paper presents exact closed-form expressions for the performance of multiple-input/multiple-output systems employing maximal ratio combining in the absence and presence of cochannel interference. The results are applicable to systems operating over Rayleigh fading channels, and in which the minimum number of antenna elements at the transmitter and receiver is two. The mathematical formalism is illustrated by some numerical examples which study the effects of various parameters on the system performance. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Commun. | 1 |
| 2004 | Quadratic forms in complex Gaussian matrices and performance analysis of MIMO systems with cochannel interferenceabstractThis paper establishes an analytical framework for the performance analysis of multiple-input/multiple output (MIMO) systems subject to cochannel interference and operating over fading channels. First, we present some new statistical results dealing with the distribution of the largest eigenvalue of certain quadratic forms in complex Gaussian matrices and establish the connection between these results and the performance analysis of MIMO systems subject to cochannel interference. We consider interference limited systems in which the number of cochannel interferers exceeds or is equal to the number of receiving antenna elements. We then derive new "closed-form" expressions of the probability density function of the outage signal-to-interference ratio and the system outage probability for MIMO systems in Rician-Rayleigh (i.e., the desired user is subject to Rician fading while cochannel interferers are subject to Rayleigh fading) and Rayleigh-Rayleigh fading environments. When applicable, these expressions are compared to special cases previously reported in the literature dealing with the performance of single-input/multiple-output (SIMO) systems. As a double check, these analytical results and assumptions are validated by Monte Carlo simulations and as an illustration of the mathematical formalism some numerical examples for particular cases of interests are plotted and discussed. These results show that under the same the scattering and interfering conditions and given a fixed number of total antenna elements and cochannel interferers: 1) SIMO systems will always outperform multiple-input/single-output systems and 2) it is preferable to distribute the number of antenna elements evenly between the transmitter and the receiver for an optimum performance. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Wirel. Commun. | 1 |
| 2003 | Capacity of MIMO Rician channels with multiple correlated Rayleigh co-channel interferersabstractThis paper presents some analytical results on the capacity of multiple-input-multiple-output Rician channels in the presence of Rayleigh co-channel interference. We consider interference-limited systems and derive the exact moment generating function, mean, and variance of the isolated link capacity when the transmitter has no channel state information. We then capitalize on these results to obtain Gaussian and Chi-Square approximations for the capacity complimentary cumulative distribution function (CCDF). Numerical results, comparing these two approximations to exact results obtained by Monte-Carlo simulations, show that both approximations yield very good prediction of the capacity CCDF for a wide range of transmitting power and number of antennas. Ming Kang 0001, Lin Yang 0010, Mohamed-Slim Alouini |
GLOBECOM | 1 |
| 2003 | A comparative study on the performance of MIMO MRC systems with and without co-channel interferenceabstractThis paper presents exact closed-form expressions for the performance of multiple-input multiple output (MIMO) systems employing maximal ratio combining (MRC) in absence and presence of co-channel interference (CCI). The results are applicable to systems operating over Rayleigh fading channels and in which the minimum number of antenna elements at the transmitter and receiver is two. The mathematical formalism is illustrated by some numerical examples showing the effects of various parameters ob the system performance. Ming Kang 0001, Mohamed-Slim Alouini |
ICC | 1 |
| 2003 | Impact of correlation on the capacity of MIMO channelsabstractThis paper presents exact results on (i) the moment generating function (MGF) of the multiple-input-multiple-output (MIMO) channel capacity and (ii) the outage probability and the capacity complementary distribution function (CCDF) of MIMO maximal ratio combining (MRC) systems both in correlated Rayleigh fading environment. We then deduce from the first result both the mean and the variance of this capacity as well as the Gaussian-approximated capacity CCDF. The mathematical formalism is illustrated by some numerical examples that show the impact of various parameters on the capacity of correlated MIMO channels. Ming Kang 0001, Mohamed-Slim Alouini |
ICC | 1 |
| 2003 | Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systemsabstractThis paper extends Khatri (1964, 1969) distribution of the largest eigenvalue of central complex Wishart matrices to the noncentral case. It then applies the resulting new statistical results to obtain closed-form expressions for the outage probability of multiple-input-multiple-output (MIMO) systems employing maximal ratio combining (known also as "beamforming" systems) and operating over Rician-fading channels. When applicable these expressions are compared with special cases previously reported in the literature dealing with the performance of (1) MIMO systems over Rayleigh-fading channels and (2) single-input-multiple-output (SIMO) systems over Rician-fading channels. As a double check these analytical results are validated by Monte Carlo simulations and as an illustration of the mathematical formalism some numerical examples for particular cases of interest are plotted and discussed. These results show that, given a fixed number of total antenna elements and under the same scattering condition (1) SIMO systems are equivalent to multiple-input-single-output systems and (2) it is preferable to distribute the number of antenna elements evenly between the transmitter and the receiver for a minimum outage probability performance. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE J. Sel. Areas Commun. | 1 |
| 2003 | Hotelling's generalized distribution and performance of 2D-RAKE receiversabstractTwo-dimensional (2D) RAKE (2D-RAKE) receivers process signals in both time and space to improve the performance of code-division multiple-access (CDMA) systems. We establish the connection between the 2D-RAKE signal-to-interference-ratio (SIR) output statistics and the generalized Hotelling's (1947, 1951, 1931) T/sup 2//sub 0/ (in the complex case) distribution. We study this distribution and offer new simple explicit closed-form expressions (in terms of hypergeometric functions) for its probability density function (PDF) and cumulative distribution function (CDF). Based on that, we derive the outage probability of dual-branch 2D-RAKE receivers over Rayleigh-fading channels. Some numerical examples for particular cases of interests are plotted and discussed. Ming Kang 0001, Mohamed-Slim Alouini |
IEEE Trans. Inf. Theory | 1 |
| 2002 | Performance analysis of MIMO systems with cochannel interference over Rayleigh fading channelsabstractRelying on the Khatri distribution of the largest eigenvalue of certain quadratic forms in complex Gaussian vectors, we develop an analytical framework for the performance analysis of multiple-input-multiple output (MIMO) systems subject to cochannel interference and operating over Rayleigh fading channels. We consider interference limited systems in which the number of interferers exceeds or is equal to the number of receiving antenna elements and we present new closed-form expressions for the probability density function of the output signal-to-interference ratio and for the MIMO system outage probability. When applicable, these expressions are compared to the special case which dealt with the performance of single-input-multiple-output (SIMO) systems (see Shah, A. and Haimovich, A.M., IEEE Trans. Commun., vol.46, p.473-9, 1998). These analytical results are validated by Monte-Carlo simulations and as an illustration of the mathematical formalism some numerical examples for particular cases of interest are plotted and discussed. The results show that, given a fixed number of total antenna elements and cochannel interferers, (i) SIMO systems always outperform multiple-input-single-output systems and (ii) it is preferable to distribute the number of antenna elements evenly between the transmitter and the receiver for optimum performance. Ming Kang 0001, Mohamed-Slim Alouini |
ICC | 1 |
| 2002 | Outage probability and spectrum efficiency of cellular mobile radio systems with smart antennasabstractRelying on the distribution of noncentral multivariate F variates, we investigate the outage probability and spectrum efficiency performance of cellular systems with smart antennas. We consider interference-limited systems in which the number of interferers exceeds or is equal to the number of antenna elements, and we present closed-form expressions when the desired signal is subject to Rician-type fading and interfering signals exhibit Rayleigh-, or, more general Nakagami-type fading. When applicable, these new expressions are compared to those previously reported in the literature dealing with the performance of cellular systems without smart antenna capabilities and the performance of cellular systems with optimum combining when both the desired and interfering signals are subject to Rayleigh-type fading. Corresponding numerical results and plots are also provided and discussed. Ming Kang 0001, Mohamed-Slim Alouini, Lin Yang 0010 |
IEEE Trans. Commun. | 1 |
| 2001 | Outage probability of dual-branch 2D-RAKE receiversabstractTwo-dimensional (2D)-RAKE receivers process signals in both time and space to improve the performance of code division multiple access (CDMA) systems. We establish the connection between the 2D-RAKE signal-to-interference-ratio (SIR) output statistics and the generalized Hotelling's T/sub 0//sup 2/ (in the complex case) distribution. We study this distribution and offer new simple explicit closed-form expressions (in terms of hypergeometric functions) for its probability density function (PDF) and cumulative distribution function (CDF). Based on that, we derive the outage probability of dual-branch 2D-RAKE receivers over Rayleigh fading channels. As a double check these analytical results are validated by Monte-Carlo simulations and some numerical examples, for particular cases of interest, are plotted and discussed. Ming Kang 0001, Mohamed-Slim Alouini |
GLOBECOM | 1 |
| 2001 | Outage probability and spectrum efficiency of microcellular mobile radio systems with smart antennasabstractRelying on the distribution of noncentral multivariate F variates, we investigate the outage probability and spectrum efficiency performance of microcellular and picocellular (indoor) systems with smart antennas. We consider interference limited systems in which the number of interferers exceed or is equal to the number of antenna elements and we present closed-form expressions when the desired signal is subject to Rician type of fading and the interfering signals exhibit Rayleigh type of fading. When applicable these new expressions are compared to those previously reported in the literature dealing with the performance of cellular systems without smart antenna capabilities and the performance of cellular systems with optimum combining when both the desired and interfering signals are subject to Rayleigh type of fading. Corresponding numerical results and plots are also provided and discussed. Ming Kang 0001, Mohamed-Slim Alouini, Lin Yang 0010 |
ICC | 1 |