Sim2Field: End-to-End Development of AI RANs for 6G.

Chance Tarver Russell Ford Hao Chen 0010 Pranav Madadi Mandar Kulkarni Xiaochuan Ma Daoud Burghal Guanbo Chen Yeqing Hu Chance Tarver Panagiotis Skrimponis Yu Zhang 0123 Yan Xin Jianzhong Zhang 0002 Shubham Khunteta Yeswanth Reddy Guddeti Ashok Kumar Reddy Chavva Mahantesh Kothiwale Davide Villa Sim2Field: End-to-End Development of AI RANs for 6G. 22-28 2025 OpenRan@MobiCom https://doi.org/10.1145/3737900.3770168 conf/openran/2025 db/conf/openran/openran2025.html#Ford0MKMBCHTSZX25

Russell Ford Hao Chen 0010 Pranav Madadi Mandar Kulkarni Xiaochuan Ma Daoud Burghal Guanbo Chen Yeqing Hu Chance Tarver Panagiotis Skrimponis Vitali Loseu Yu Zhang 0123 Yan Xin Yang Li 0024 Jianzhong Zhang 0002 Shubham Khunteta Yeswanth Reddy Guddeti Ashok Kumar Reddy Chavva Mahantesh Kothiwale Davide Villa Sim2Field: End-to-End Development of AI RANs for 6G. 2025 September abs/2509.23528 CoRR https://doi.org/10.48550/arXiv.2509.23528 db/journals/corr/corr2509.html#abs-2509-23528 streams/journals/corr

Hyoungju Ji Younsun Kim Bin Yu 0013 Qi Xiong Shadi Abu-Surra Chance Tarver Kyungjun Choi Jaeyeon Shim Gary Xu 5G-Advanced Duplex Evolution for Massive MIMO and Multi-Beam Operations. 1-6 2023 WCNC https://doi.org/10.1109/WCNC55385.2023.10118762 conf/wcnc/2023 db/conf/wcnc/wcnc2023.html#JiKYXATCSX23 Qiaoyang Ye Caleb Lo Jeongho Jeon Chance Tarver Matthew Jordan Tonnemacher Jeongho Yeo Joonyoung Cho Gary Xu Younsun Kim Jianzhong Zhang 0002 5G New Radio and Non-Terrestrial Networks: Reaching New Heights. 538-543 2022 ICC Workshops https://doi.org/10.1109/ICCWorkshops53468.2022.9814595 conf/icc/2022w db/conf/icc/icc2022w.html#YeLJTTYCXK022

Hyoungju Ji Younsun Kim Khurram Muhammad Chance Tarver Matthew Jordan Tonnemacher Taehyoung Kim Jinyoung Oh Bin Yu 0013 Gary Xu Juho Lee 0002 Extending 5G TDD Coverage With XDD: Cross Division Duplex. 51380-51392 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3068977 db/journals/access/access9.html#JiKMTTKOYXL21

Chance Tarver Matthew Jordan Tonnemacher Hao Chen 0010 Jianzhong Zhang 0002 Joseph R. Cavallaro GPU-Based, LDPC Decoding for 5G and Beyond. 278-290 2021 2 IEEE Open J. Circuits Syst. https://doi.org/10.1109/OJCAS.2020.3042448 db/journals/ojcands/ojcands2.html#TarverTCZC21

Chance Tarver Alexios Balalsoukas-Slimining Christoph Studer Joseph R. Cavallaro Virtual DPD Neural Network Predistortion for OFDM-based MU-Massive MIMO. 376-380 2021 ACSCC https://doi.org/10.1109/IEEECONF53345.2021.9723343 conf/acssc/2021 db/conf/acssc/acssc2021.html#TarverBSC21 Hyoungju Ji Younsun Kim Taehyoung Kim Khurram Muhammad Chance Tarver Matthew Jordan Tonnemacher Jinyoung Oh Bin Yu 0013 Gary Xu Enabling Advanced Duplex in 6G. 1-6 2021 ICC Workshops https://doi.org/10.1109/ICCWorkshops50388.2021.9473856 conf/icc/2021w db/conf/icc/icc2021w.html#JiKKMTTOYX21 Chance Tarver Alexios Balatsoukas-Stimming Christoph Studer Joseph R. Cavallaro OFDM-Based Beam-Oriented Digital Predistortion for Massive MIMO. 1-5 2021 ISCAS https://doi.org/10.1109/ISCAS51556.2021.9401479 conf/iscas/2021 db/conf/iscas/iscas2021.html#TarverBSC21 Hyoungju Ji Younsun Kim Khurram Muhammad Chance Tarver Matthew Jordan Tonnemacher Seongmok Lim Jaeyeon Shim Jaemin Kim Bin Yu 0013 Gary Xu XDD: Cross Division Duplex in 5G-Advanced. 1-5 2021 VTC Fall https://doi.org/10.1109/VTC2021-Fall52928.2021.9625423 conf/vtc/2021f db/conf/vtc/vtc2021f.html#JiKMTTLSKYX21 Chance Tarver Alexios Balatsoukas-Stimming Joseph R. Cavallaro Predistortion of OFDM Waveforms using Guard-band Subcarriers. 12-16 2020 ACSSC https://doi.org/10.1109/IEEECONF51394.2020.9443468 conf/acssc/2020 db/conf/acssc/acssc2020.html#TarverBC20 Chance Tarver Matthew Jordan Tonnemacher Hao Chen 0010 Jianzhong Charlie Zhang Joseph R. Cavallaro GPU-Based LDPC Decoding for vRAN Systems in 5G and Beyond. 1-5 2020 ISCAS https://doi.org/10.1109/ISCAS45731.2020.9181064 conf/iscas/2020 db/conf/iscas/iscas2020.html#TarverTCZC20 Chance Tarver Arav Singhal Joseph R. Cavallaro GPU-Based Linearization of MIMO Arrays. 1-5 2020 SiPS https://doi.org/10.1109/SiPS50750.2020.9195239 conf/sips/2020 db/conf/sips/sips2020.html#TarverSC20

Chance Tarver Matthew Jordan Tonnemacher Vikram Chandrasekhar Hao Chen 0010 Boon Loong Ng Jianzhong Zhang 0002 Joseph R. Cavallaro Joseph Camp Enabling a "Use-or-Share" Framework for PAL-GAA Sharing in CBRS Networks via Reinforcement Learning. 716-729 2019 5 IEEE Trans. Cogn. Commun. Netw. 3 https://doi.org/10.1109/TCCN.2019.2929147 db/journals/tccn/tccn5.html#TarverTCCNZCC19

Chance Tarver Liwen Jiang Aryan Sefidi Joseph R. Cavallaro Neural Network DPD via Backpropagation through a Neural Network Model of the PA. 358-362 2019 ACSSC https://doi.org/10.1109/IEEECONF44664.2019.9048910 conf/acssc/2019 db/conf/acssc/acssc2019.html#TarverJSC19 Kaipeng Li 0003 James McNaney Chance Tarver Oscar Castañeda Charles Jeon Joseph R. Cavallaro Christoph Studer Design Trade-offs for Decentralized Baseband Processing in Massive MU-MIMO Systems. 906-912 2019 ACSSC https://doi.org/10.1109/IEEECONF44664.2019.9048727 conf/acssc/2019 db/conf/acssc/acssc2019.html#LiMTCJCS19 Matthew Jordan Tonnemacher Chance Tarver Joseph Cavallar Joseph Camp Machine Learning Enhanced Channel Selection for Unlicensed LTE. 1-10 2019 DySPAN https://doi.org/10.1109/DySPAN.2019.8935859 conf/dyspan/2019 db/conf/dyspan/dyspan2019.html#TonnemacherTCC19 Chance Tarver Alexios Balatsoukas-Stimming Joseph R. Cavallaro Design and Implementation of a Neural Network Based Predistorter for Enhanced Mobile Broadband. 296-301 2019 SiPS https://doi.org/10.1109/SiPS47522.2019.9020606 conf/sips/2019 db/conf/sips/sips2019.html#TarverBC19

Kaipeng Li 0003 James McNaney Chance Tarver Oscar Castañeda Charles Jeon Joseph R. Cavallaro Christoph Studer Design Trade-offs for Decentralized Baseband Processing in Massive MU-MIMO Systems. 2019 abs/1912.04437 CoRR http://arxiv.org/abs/1912.04437 db/journals/corr/corr1912.html#abs-1912-04437

Chance Tarver Mahmoud Abdelaziz Lauri Anttila Mikko Valkama Joseph R. Cavallaro Low-complexity, Multi Sub-band Digital Predistortion - Novel Algorithms and SDR Verification. 1495-1505 2018 90 J. Signal Process. Syst. 10 https://doi.org/10.1007/s11265-017-1303-1 db/journals/vlsisp/vlsisp90.html#TarverAAVC18

Matthew Jordan Tonnemacher Chance Tarver Vikram Chandrasekhar Hao Chen 0010 Pengda Huang Boon Loong Ng Jianzhong Charlie Zhang Joseph R. Cavallaro Joseph Camp Opportunistic Channel Access Using Reinforcement Learning in Tiered CBRS Networks. 1-10 2018 DySPAN https://doi.org/10.1109/DySPAN.2018.8610474 conf/dyspan/2018 db/conf/dyspan/dyspan2018.html#TonnemacherTC0H18

Kaipeng Li 0003 Amanullah Ghazi Chance Tarver Jani Boutellier Mahmoud Abdelaziz Lauri Anttila Markku J. Juntti Mikko Valkama Joseph R. Cavallaro Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters. 417-430 2017 89 J. Signal Process. Syst. 3 https://doi.org/10.1007/s11265-017-1233-y db/journals/vlsisp/vlsisp89.html#LiGTBAAJVC17

Chance Tarver Joseph R. Cavallaro Digital predistortion with low-precision ADCs. 462-465 2017 ACSSC https://doi.org/10.1109/ACSSC.2017.8335381 conf/acssc/2017 db/conf/acssc/acssc2017.html#TarverC17 Chance Tarver Mahmoud Abdelaziz Lauri Anttila Joseph R. Cavallaro Multi component carrier, sub-band DPD and GNURadio implementation. 1-4 2017 ISCAS https://doi.org/10.1109/ISCAS.2017.8050455 conf/iscas/2017 db/conf/iscas/iscas2017.html#TarverAAC17 Chance Tarver Mahmoud Abdelaziz Lauri Anttila Mikko Valkama Joseph R. Cavallaro Low-Complexity, Sub-Band DPD with Sequential Learning: Novel Algorithms and WARPLab Implementation. 303-308 2016 SiPS https://doi.org/10.1109/SiPS.2016.60 conf/sips/2016 db/conf/sips/sips2016.html#TarverAAVC16

Mahmoud Abdelaziz Lauri Anttila Chance Tarver Kaipeng Li 0003 Joseph R. Cavallaro Mikko Valkama Low-Complexity Sub-band Digital Predistortion for Spurious Emission Suppression in Noncontiguous Spectrum Access. 2016 abs/1607.02249 CoRR http://arxiv.org/abs/1607.02249 db/journals/corr/corr1607.html#AbdelazizATLCV16

Kaipeng Li 0003 Amanullah Ghazi Chance Tarver Jani Boutellier Mahmoud Abdelaziz Lauri Anttila Markku J. Juntti Mikko Valkama Joseph R. Cavallaro Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters. 2016 abs/1612.09001 CoRR http://arxiv.org/abs/1612.09001 db/journals/corr/corr1612.html#LiGTBAAJVC16

Mahmoud Abdelaziz Chance Tarver Kaipeng Li 0003 Lauri Anttila Raul Martinez Mikko Valkama Joseph R. Cavallaro Sub-band digital predistortion for noncontiguous transmissions: Algorithm development and real-time prototype implementation. 1180-1186 2015 ACSSC https://doi.org/10.1109/ACSSC.2015.7421326 conf/acssc/2015 db/conf/acssc/acssc2015.html#AbdelazizTLAMVC15 Mahmoud Abdelaziz Shadi Abu-Surra Lauri Anttila Alexios Balalsoukas-Slimining Alexios Balatsoukas-Stimming Jani Boutellier Daoud Burghal Joseph David CampJoseph Camp Oscar Castañeda Joseph Cavallar Joseph R. Cavallaro Vikram Chandrasekhar Ashok Kumar Reddy Chavva Guanbo Chen Hao Chen 0010 Joonyoung Cho Kyungjun Choi Russell Ford Amanullah Ghazi Yeswanth Reddy Guddeti Yeqing Hu Pengda Huang Charles Jeon Jeongho Jeon Hyoungju Ji Liwen Jiang Markku J. Juntti Shubham Khunteta Jaemin Kim Taehyoung Kim Younsun Kim Mahantesh Kothiwale Mandar Kulkarni Juho Lee 0002 Kaipeng Li 0003 Yang Li 0024 Seongmok Lim Caleb Lo Vitali Loseu Xiaochuan Ma Pranav Madadi Raul Martinez James McNaney Khurram Muhammad Boon Loong Ng Jinyoung Oh Aryan Sefidi Jaeyeon Shim Arav Singhal Panagiotis Skrimponis Christoph Studer Matthew Jordan Tonnemacher Mikko Valkama Davide Villa Yan Xin Qi Xiong Gary Xu Qiaoyang Ye Jeongho Yeo Bin Yu 0013 Jianzhong Zhang 0002Jianzhong Charlie Zhang Yu Zhang 0123