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Imperfect Channel State Information

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lightbulbAbout this topic
Imperfect Channel State Information (ICSI) refers to the scenario in communication systems where the information about the channel conditions is not perfectly known or is subject to errors. This affects the performance of transmission techniques, as decisions are made based on inaccurate or incomplete data regarding the channel's characteristics.
lightbulbAbout this topic
Imperfect Channel State Information (ICSI) refers to the scenario in communication systems where the information about the channel conditions is not perfectly known or is subject to errors. This affects the performance of transmission techniques, as decisions are made based on inaccurate or incomplete data regarding the channel's characteristics.

Key research themes

1. How can channel state information (CSI) imperfection be optimally managed or exploited to enhance communication reliability and capacity in classical and quantum channels?

This theme focuses on analyzing the impact of imperfect, limited, or partial CSI on the capacity, reliability, and security of classical and quantum communication channels. The goal is to develop coding, estimation, and decoding strategies, as well as channel modeling approaches, that effectively handle CSI uncertainty, whether due to noise, feedback limitations, or quantum measurement-induced collapse, in order to maximize achievable rates, minimize error rates, or enable security guarantees.

Key finding: This seminal work provides a generalized capacity characterization for channels with CSI available at both transmitter and receiver, encompassing cases with i.i.d. and memory-dependent states. It introduces optimal coding... Read more
Key finding: This work proposes a universal blind detection algorithm for linear Gaussian ISI channels without assuming channel side information, extending the maximal mutual information decoding principle. It establishes a novel error... Read more
Key finding: The paper formulates and fully characterizes the masking equivocation region in quantum channels with channel state information at the encoder, requiring concealment of state information from the decoder. It models CSI as... Read more
Key finding: This thesis develops and analyzes detectors for diversity combining under imperfect CSI, introducing novel non-coherent maximum a posteriori and generalized likelihood ratio detectors that outperform traditional... Read more
Key finding: This study analytically quantifies the SNR degradation in DMT systems caused by channel estimation errors modeled with a Jakes fading approach. It derives closed-form expressions relating mean-square channel estimation error... Read more

2. What advanced channel estimation techniques and pilot sequence designs improve channel knowledge accuracy under imperfect CSI for enhanced equalization and detection?

This research area investigates novel algorithmic frameworks and sequence constructions to estimate and track fading channels under limited or noisy CSI, including blind or semi-blind methods. It encompasses adaptive clustering algorithms exploiting statistical dependencies, utilization of prior knowledge like transmit filters or modulation alphabet, and designs of optimal pilot sequences (pilot blocks, complementary sequences) that minimize estimation variance and Cramér-Rao bounds. The focus is on methods that reduce computational complexity, improve estimation robustness, and thereby enhance decoding and equalization under CSI imperfections.

Key finding: Proposes a blind channel estimation algorithm deriving from maximum likelihood principles but regularized via smoothing the joint pdf with a Gaussian kernel mixture constrained by symmetry among cluster centers. This... Read more
Key finding: This work enhances blind channel identification by integrating prior knowledge of transmit and receive pulse-shaping filters (filter knowledge). By formulating subchannel response matching, subspace fitting, and maximum... Read more
Key finding: Introduces a novel merit factor based on periodic autocorrelation functions to jointly design preamble and postamble binary pilot sequences for two-sided ISI channel estimation. It analytically derives that complementary... Read more
Key finding: Presents iterative algorithms combining fractional sampling and subspace tracking with Kalman filters for HF channels characterized by multipath and ionospheric reflections. The proposed K-delayed input sequence estimator... Read more
Key finding: Establishes that knowledge of the auxiliary random variable used in random binning codes suffices for optimal channel state estimation, obviating the need for more complex hybrid coding schemes combining random binning and... Read more

3. How can hardware impairments, limited or outdated CSI, and channel estimation errors be modeled and mitigated in practical multi-hop or multi-user RF/FSO and MIMO wireless communication systems?

This theme addresses the practical challenges posed by imperfect hardware, finite or outdated CSI feedback, and estimation errors in complex wireless systems including hybrid RF/FSO relay links, multi-user broadcast wiretap channels, and MIMO cognitive radio networks. Research focuses on developing analytical performance models that incorporate hardware distortions and CSI uncertainty, designing relay selection protocols and power control methods robust to these imperfections, and quantifying their impact on outage probability, ergodic capacity, secrecy capacity, and error rates to guide system design under realistic conditions.

Key finding: Reviews the characteristics of underwater acoustic channels emphasizing the necessity of adaptive estimation and prediction techniques due to severe multipath, time variability, and long delay spreads. It highlights the... Read more
Key finding: This work characterizes the ergodic secrecy rate regions for multiuser block-fading wiretap broadcast channels under finite-rate, error-prone feedback of main channel state information from legitimate receivers. It... Read more
Key finding: Analyzes a dual-hop hybrid RF/FSO system employing amplify-and-forward relaying with partial relay selection based on outdated CSI and incorporates a generalized aggregate hardware impairment model. It derives closed-form... Read more
Key finding: Builds a comprehensive framework for multi-relay hybrid RF/FSO systems with amplify-and-forward relaying under partial relay selection with outdated CSI and hardware impairments. The RF hop follows correlated Rayleigh fading... Read more
Key finding: Derives closed-form expressions for bit error rate of MIMO systems using maximum ratio combining under co-channel interference and imperfect CSI modeled as i.i.d. Rayleigh fading channels. It quantifies how interference and... Read more

All papers in Imperfect Channel State Information

Practical transceivers have hardware impairments, which may affect the data rate of a system. In this paper, two way relaying with hardware losses is considered and is different from previous methods, which considers only ideal hardware... more
In this work, we investigate the problem of secure broadcasting over block-fading wiretap channels with limited channel knowledge at the transmitter. More particularly, we analyze the effect of having a finite rate feedback on the... more
Opportunistic interference alignment (OIA) is a well known precoding technique that uses interference alignment to improve the rate of secondary user (SU) simultaneously nullifying the interference that SU causes to a primary user (PU).... more
This work presents outage analysis of a hybrid communication system, where radio frequency (RF) and free space optical (FSO) communication links transmit in parallel to the then cascaded underwater wireless optical communication (UWOC)... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In this paper, we investigate the performance analysis of dual hop relaying system consisting of asymmetric Radio Frequency (RF)/Free Optical Space (FSO) links. The RF channels follow a Rayleigh distribution and the optical links are... more
In this paper, the energy harvesting in mixed multiple-input-single-output radio frequency (RF)/free space optical (FSO) networks is studied. Assuming underlay mode, the secondary user (SU) source with limited battery communicates with... more
We analyze the outage performance of coherent partial decode-forward (pDF) relaying over Rayleigh fading channels in both half-and full-duplex transmissions. In coherent DF relaying, the relay either partially or fully decodes the source... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In this paper, we examine differential modulation for the decode-and-forward (DF) based cooperative free-space optical (FSO) network. We consider multiple relays for transmitting differential binary phase-shift keying (DBPSK) data from an... more
Most studies on multi-hop communication systems are actually based on the assumption that hardware parts are built with high quality transmit/receive radio frequency chains. In practice, low cost hardware components are employed, which... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In hybrid free space optical/radio frequency (FSO/RF) systems, switching between the optical and RF links depends on the optical and RF signal to noise ratio (SNR) threshold levels; therefore, the correct choice of these threshold levels... more
In this paper, we investigate the information theoretic performance of parallel relaying in free-space optical (FSO) communications over Gamma-Gamma fading channels. We consider an intensity modulation/direct-detection (IM/DD) FSO system... more
We propose a queueing model for free space optics-radio hybrid channel. Hybrid channel is presented by a pair of alternating channels (free-space optical link and radio frequency channel). Time when optical link is/is not used mainly... more
In this paper, we investigate the performance analysis of dual hop relaying system consisting of asymmetric Radio Frequency (RF)/Free Optical Space (FSO) links. The RF channels follow a Rayleigh distribution and the optical links are... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
In this paper, we analyze the performance of twoway amplify-and-forward (AF) relaying with best relay selection scheme in the presence of hardware impairment at the relays. We first obtain the tractable closed-form expressions of the... more
Dual-hop relay communication systems have received extensive research attention due to their property of improving system reliability, spectral and power efficiency. RF wireless power transfer has also become a popular green technology... more
Cognitive radio technology has been proposed as a viable solution to the spectrum scarcity problem faced by world today. The technology allows opportunistic spectrum access to the licensed frequency band by unlicensed user without causing... more
In this paper, we present relay-assisted transmission as a powerful fading mitigation tool for free-space optical systems operating in atmospheric turbulence channels. We study both serial (i.e., multi-hop transmission) and parallel... more
On the Performance of Free-Space Optical Systems over Generalized Atmospheric Turbulence Channels with Pointing Errors Imran Shafique Ansari Generalized fading has been an imminent part and parcel of wireless communications. It not only... more