Faculty

Institution

Unit

Venue

Andrew Singer

Fox Family Professor in Electrical and Computer Engineering

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Andrew Singer is currently serving as an Electrical And Computer Engineering Fox Family Professor in Electrical and Computer Engineering at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Andrew Singer

University of Illinois Urbana-Champaign

Fox Family Professor in Electrical and Computer Engineering

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signal processing digital signal processing computer science computer engineering communications systems wireless communications applied mathematics transmission sound speech processing channel equalization machine learning wireless personal communication channel estimation data science noise underwater acoustic communications mathematical optimization iterative decoding statistical signal processing computational optimization machine learning research adaptive filter audio signal processing localization vlsi circuit computational complexity analog-to-digital converters underwater acoustics array processing multi-channel processing data converters information fusion computational statistics multi-user detection telecommunication networks biomedical circuits adaptive algorithms analog design marine engineering ocean engineering ocean acoustics beamforming turbo equalization channel characterization online algorithms filtering technique interference cancellation filter (signal processing) sampling (signal processing) mimo system combinatorial optimization discrete algorithms modulation coding statistical learning theory sensor arrays portfolio optimization portfolio allocation quantization (signal processing) context tree linear turbo equalization computational finance channel capacity estimation mutual information factor graphs maximum likelihood universal linear prediction turbo equalization approach equalization algorithm linear prediction low resolution quantizer level-crossing sampling scheme transaction costs linear turbo equalizer universal portfolios iterative equalization sonar signal processing acoustic signal processing optical communications operational oceanography technology underwater sensor network

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Method for Adaptive Channel Estimation. (2025)

Diego A. CujiMilica StojanovicAndrew C. Singer

adaptive modulationcommunications systemswireless communicationschannel estimationadaptive channel estimationsignal processingadaptive filterlocalizationapplied mathematics

A Score Function for Adapting Large Array Partitions for Source Detection. The Journal of the Acoustical Society of America (2025)

Yongjie ZhuangManan MittalNingyuan YangJohn R. BuckAndrew C. Singer

sensor arraysacoustic signal processingsource detectionspeech processingcomputer engineeringscore functionlarge array partitionsdigital signal processingarray processingsynthetic aperture radardata sciencenoisesignal processing

Estimating the Number and Locations of Boundaries in Reverberant Environments With Deep Learning. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Toros ArikanLuca M. ChackalackalFatima AhsanKonrad TittelAndrew C. SingerGregory W. WornellRichard G. Baraniuk

acoustical oceanographyhigh signal strengthmachine learningadvanced neural networkacoustic modelingdeep learningunderwater acousticsdata sciencesignal processingocean engineeringneural network (machine learning)localization

Mismatch-Robust Underwater Acoustic Localization Using a Differentiable Modular Forward Model. (2025)

Dariush KariYongjie ZhuangAndrew C. Singer

acoustical oceanographyocean acousticsunderwater acoustic communicationsspeaker localizationmarine engineeringinverse problemsunderwater acousticssignal processingocean engineeringlocalizationapplied mathematics

Path-Specific Angle and Doppler Tracking in Dynamic Underwater Channels. (2025)

Diego A. CujiMilica StojanovicAndrew C. Singer

underwater technologiesunderwater systemsnavigationmarine engineeringdoppler trackingaerospace engineeringsignal processing

Performance-Weighted Blended Fxlms for Changing Secondary Paths. The Journal of the Acoustical Society of America (2025)

Kanad SarkarManan MittalYongjie ZhuangRyan M. CoreyAndrew C. Singer

aeroacousticssystems engineeringsoundacoustic signal processingnoisespeech processingcomputer engineeringsecondary pathdigital signal processingaudio signal processingsecondary acoustic pathsecondary pathssignal processingadaptive filternoise reductionactive controlactive noise control

Space-Partitioned Adaptive Beamforming Using Context Trees. The Journal of the Acoustical Society of America (2025)

Manan MittalRyan M. CoreyJohn R. BuckAndrew C. Singer

systems engineeringspace-time processingstatistical signal processingbeamformingcontext treecontext treesdigital signal processingsignal processingradararray processingcomputer scienceadaptive beamformerinformation fusion

Switching Source Online Segmented Recursive Least Squares for Real-Time Stimuli Tracking in Auditory Attention Decoding. The Journal of the Acoustical Society of America (2025)

Masayoshi SakakuraYongjie ZhuangAndrew C. Singer

statistical signal processingsource onlinespoken language technologymachine learningspeech processingcomputational neurosciencefixed partitioning sizeauditory attention decodingneural computationeeg signal processingsignal processingcomputer scienceneuroscience

Universal Switching Adaptive Beamforming. The Journal of the Acoustical Society of America (2025)

Manan MittalYongjie ZhuangRyan M. CoreyJohn R. BuckAndrew C. Singer

systems engineeringadaptive beamformerssignal separationbeamformingacoustic signal processingnoisespeech processingcomputer engineeringdigital signal processinguniversal data compressionsignal processingadaptive filtercomputer scienceadaptive beamformerinformation fusion

Active Noise Control Without Tap Length Selection: A Model Order Weighting Method. NOISE-CON proceedings (2024)

Yongjie ZhuangManan MittalRashen FernandoRyan M. CoreyAndrew C. Singer

systems engineeringcontrol systemsdigital filtertap lengthcontrol system technologysignal processingadaptive filtertap length selectionactive controlactive noise control

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Andrew Singer

Fox Family Professor in Electrical and Computer Engineering

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Andrew Singer is currently serving as an Electrical And Computer Engineering Fox Family Professor in Electrical and Computer Engineering at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Andrew Singer

University of Illinois Urbana-Champaign

Fox Family Professor in Electrical and Computer Engineering

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Method for Adaptive Channel Estimation. (2025)

Diego A. CujiMilica StojanovicAndrew C. Singer

adaptive modulationcommunications systemswireless communicationschannel estimationadaptive channel estimationsignal processingadaptive filterlocalizationapplied mathematics

A Score Function for Adapting Large Array Partitions for Source Detection. The Journal of the Acoustical Society of America (2025)

Yongjie ZhuangManan MittalNingyuan YangJohn R. BuckAndrew C. Singer

Toros ArikanLuca M. ChackalackalFatima AhsanKonrad TittelAndrew C. SingerGregory W. WornellRichard G. Baraniuk

Mismatch-Robust Underwater Acoustic Localization Using a Differentiable Modular Forward Model. (2025)

Dariush KariYongjie ZhuangAndrew C. Singer

Path-Specific Angle and Doppler Tracking in Dynamic Underwater Channels. (2025)

Diego A. CujiMilica StojanovicAndrew C. Singer

underwater technologiesunderwater systemsnavigationmarine engineeringdoppler trackingaerospace engineeringsignal processing

Performance-Weighted Blended Fxlms for Changing Secondary Paths. The Journal of the Acoustical Society of America (2025)

Kanad SarkarManan MittalYongjie ZhuangRyan M. CoreyAndrew C. Singer

Space-Partitioned Adaptive Beamforming Using Context Trees. The Journal of the Acoustical Society of America (2025)

Manan MittalRyan M. CoreyJohn R. BuckAndrew C. Singer

Switching Source Online Segmented Recursive Least Squares for Real-Time Stimuli Tracking in Auditory Attention Decoding. The Journal of the Acoustical Society of America (2025)

Masayoshi SakakuraYongjie ZhuangAndrew C. Singer

Universal Switching Adaptive Beamforming. The Journal of the Acoustical Society of America (2025)

Manan MittalYongjie ZhuangRyan M. CoreyJohn R. BuckAndrew C. Singer

Active Noise Control Without Tap Length Selection: A Model Order Weighting Method. NOISE-CON proceedings (2024)

Yongjie ZhuangManan MittalRashen FernandoRyan M. CoreyAndrew C. Singer

systems engineeringcontrol systemsdigital filtertap lengthcontrol system technologysignal processingadaptive filtertap length selectionactive controlactive noise control

1
2
3
4
5
35
10 / page

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