Ayca Ozcelikkale

Showing 27 publications

2023

Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves

David Bosch, Ashkan Panahi, Ayca Ozcelikkale et al
Proceedings of Machine Learning Research. Vol. 206, p. 11371-11414
Paper in proceeding
2021

Chance-constrained active inference

Thijs Van De Laar, İsmail Şenöz, Ayca Ozcelikkale et al
Neural Computation. Vol. 33 (10), p. 2710-2735
Other text in scientific journal
2021

Double Descent in Feature Selection: Revisiting LASSO and Basis Pursuit

David Bosch, Ashkan Panahi, Ayca Ozcelikkale
Thirty-eighth International Conference on Machine Learning, ICML 2021
Paper in proceeding
2018

Remote Estimation of Correlated Sources under Energy Harvesting Constraints

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
IEEE Transactions on Wireless Communications. Vol. 17 (8), p. 5300-5313
Journal article
2017

Transmission Strategies for Remote Estimation with an Energy Harvesting Sensor

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
IEEE Transactions on Wireless Communications. Vol. 16 (7), p. 4390-4403
Journal article
2017

On the Resource Allocation Problem in Wireless Networked Control Systems

Themistoklis Charalambous, Ayca Ozcelikkale, Mario Zanon et al
IEEE Conference on Decision and Control, p. 4147-4154
Paper in proceeding
2017

Optimal Energy Beamforming and Data Routing for Immortal Wireless Sensor Networks

Rong Du, Ayca Ozcelikkale, Carlo Fischione et al
IEEE International Conference on Communications
Paper in proceeding
2017

Simultaneous Information and Power Transfer under a Non-Linear RF Energy Harvesting Model

Xiaowei Xu, Ayca Ozcelikkale, Tomas McKelvey et al
IEEE International Conference on Communications Workshops (ICC) (2017), p. 179-184
Paper in proceeding
2016

Simultaneous Information and Power Transfer with Transmitters with Hardware Impairments

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
Proceedings of the International Symposium on Wireless Communication Systems. Vol. 2016-October, p. 114-118
Paper in proceeding
2016

Transmission Strategies for Remote Estimation under Energy Harvesting Constraints

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
European Signal Processing Conference, p. 572-576
Paper in proceeding
2016

Performance Bounds for Remote Estimation with an Energy Harvesting Sensor

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
IEEE International Symposium on Information Theory - Proceedings. Vol. 2016-August, p. 460-464
Paper in proceeding
2016

Feasibility of Ambient RF Energy Harvesting for Self-Sustainable M2M Communications Using Transparent and Flexible Graphene Antennas

MICHAEL ANDERSSON, Ayca Ozcelikkale, Martin Johansson et al
IEEE Access. Vol. 4, p. 5850-5857
Journal article
2015

MIMO Linear Precoder Design with Non-Ideal Transmitters

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
Proceedings of the International Symposium on Wireless Communication Systems, p. 681-685
Paper in proceeding
2015

Wireless Information and Power Transfer in MIMO Channels under Rician fading

Ayca Ozcelikkale, Tomas McKelvey, Mats Viberg
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 2015-August, p. 3187-3191
Paper in proceeding
2015

Cooperative Precoding and Artificial Noise Design for Security over Interference Channels

Ayca Ozcelikkale, T. M. Duman
IEEE Signal Processing Letters. Vol. 22 (12), p. 2234-2238
Journal article
2015

Linear Precoder Design for Simultaneous Information and Energy Transfer over Two-User MIMO Interference Channels

Ayca Ozcelikkale, T. M. Duman
IEEE Transactions on Wireless Communications. Vol. 14 (10), p. 5836-5847
Journal article
2014

Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels

Ayca Ozcelikkale, S. Yuksel, H. M. Ozaktas
IEEE Transactions on Information Theory. Vol. 60 (11), p. 7186-7203
Journal article
2014

Short Length Trellis-Based Codes for Gaussian Multiple-Access Channels

Ayca Ozcelikkale, T. M. Duman
IEEE Signal Processing Letters. Vol. 21 (10), p. 1177-1181
Journal article
2014

Lower bounds on the error probability of turbo codes

Ayca Ozcelikkale, T.M. Duman
IEEE International Symposium on Information Theory - Proceedings, p. 3170-3174
Paper in proceeding
2013

Beyond Nyquist sampling: A cost-based approach

Ayca Ozcelikkale, H.M. Özaktaş
Journal of the Optical Society of America A: Optics and Image Science, and Vision. Vol. 30 (4), p. 645-655
Journal article
2013

Optimal representation of non-stationary random fields with finite numbers of samples: A linear MMSE framework

Ayca Ozcelikkale, H.M. Özaktaş
Digital Signal Processing: A Review Journal. Vol. 23 (5), p. 1602-1609
Journal article
2012

Representation of optical fields using finite numbers of bits

Ayca Ozcelikkale, H.M. Özaktaş
Optics Letters. Vol. 37 (12), p. 2193-2195
Journal article
2012

Average error in recovery of sparse signals and discrete fourier transform | Seyrek i̇şaretleri̇n geri̇ kazaniminda ortalama hata ve ayrik fouri̇er dönüşümü

Ayca Ozcelikkale, S. Yüksel, H.M. Özaktaş
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
Paper in proceeding
2010

Super-resolution using multiple quantized images

Ayca Ozcelikkale, G.B. Akar, H.M. Özaktaş
Proceedings - International Conference on Image Processing, ICIP, p. 2029-2032
Paper in proceeding
2010

Signal recovery with cost-constrained measurements

Ayca Ozcelikkale, H.M. Özaktaş, E. Arikan
IEEE Transactions on Signal Processing. Vol. 58 (7), p. 3607-3617
Journal article
2007

Optimal measurement under cost constraints for estimation of propagating wave fields

Ayca Ozcelikkale, H.M. Özaktaş, E. Arikan
IEEE International Symposium on Information Theory - Proceedings, p. 696-700
Paper in proceeding
2007

Measurement strategies for input estimation in linear systems | Doǧrusal sistemlerde girdi kestirimi i̇çin öe;lcüm yöntemleri

Ayca Ozcelikkale, H.M. Özaktaş, E. Artkan
2007 IEEE 15th Signal Processing and Communications Applications, SIU
Paper in proceeding

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Showing 2 research projects

2016–2019

Smart Sensing and Communications with Energy Harvesting

Ayca Ozcelikkale Signal Processing
Swedish Research Council (VR)

1 publication exists
2015–2017

Green and Smart Communications with Energy Harvesting: A Signal Processing Approach (GRENHAS)

Tomas McKelvey Signal Processing
Ayca Ozcelikkale Signal Processing
European Commission (EC)

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