diff --git a/doc/publications.md b/doc/publications.md
index cbc5ccf..eb9b97f 100644
--- a/doc/publications.md
+++ b/doc/publications.md
@@ -8,26 +8,35 @@ If your work uses openwifi, please cite the first VTC2020 openwifi paper: [LaTex
 
 You can also cite openwifi github code: [LaTex example](cite-openwifi-github-code.md).
 
-Other openwifi related publications:
+Publications in category:
+- [Feature Functionality and System](#Feature-Functionality-and-System)
+- [TSN Time Sensitive Network and RT Real Time](#TSN-Time-Sensitive-Network-and-RT-Real-Time)
+- [CSI Channel State Information and Security](#CSI-Channel-State-Information-and-Security)
+
+## Feature Functionality and System
 - [Xianjun Jiao, et al. openwifi: a free and open-source IEEE802.11 SDR implementation on SoC. VTC2020 spring Antwerp](https://www.orca-project.eu/wp-content/uploads/sites/4/2020/03/openwifi-vtc-antwerp-PID1249076.pdf)
-- [Marco Cominelli, et al. CSI MURDER. ORCA project opencall 2019](https://ans.unibs.it/projects/csi-murder/)
-- [Marco Cominelli, et al. IEEE 802.11 CSI randomization to preserve location privacy: An empirical evaluation in different scenarios. ELSEVIER Computer Networks, 2021](https://www.sciencedirect.com/science/article/abs/pii/S138912862100102X)
+- [Cedric Den Haese, The initial 802.11n 2*2 MIMO and diversity (CSD/Combining) work. UGent master thesis 2021](https://users.ugent.be/~xjiao/Cedric_Den_Haese_masterproef.pdf)
+- [Paul Zanna, et al. A novel method for utilizing RF information from IEEE 802.11 frames in Software Defined Networks. MethodsX 2021](https://www.sciencedirect.com/science/article/pii/S2215016121003368)
+- [Luca Baldesi, et al. ChARM: NextG Spectrum Sharing Through Data-Driven Real-Time O-RAN Dynamic Control. INFOCOM 2022](https://ece.northeastern.edu/wineslab/papers/BaldesiInfocom22.pdf)
+- [Thijs Havinga, et al. WIP: Achieving Self-Interference-Free Operation on SDR Platform with Critical TDD Turnaround Time. accepted WoWMoM2022 paper](https://arxiv.org/abs/2204.07354)
+- [Yingshuo Xi, Baiming Zhang. High-Throughput Open Source Viterbi Decoder for OpenWiFi. 2022 KU Leuven master thesis](https://github.com/BaimingZhang26213/viterbi_decoder)
+
+## TSN Time Sensitive Network and RT Real Time
 - [Jetmir Haxhibeqiri, et al. Enabling TSN over IEEE 802.11: Low-overhead Time Synchronization for Wi-Fi Clients. ICIT2021](https://biblio.ugent.be/publication/8700714/file/8700715.pdf)
-- [Xianjun Jiao, et al. Openwifi CSI fuzzer for authorized sensing and covert channels. ACM WiSec 2021](https://dl.acm.org/doi/pdf/10.1145/3448300.3468255)
 - [Ingrid Moerman, et al. Wireless Time-Sensitive Networks: When Every Microsecond Counts. Microwaves&RF, 2021](https://www.mwrf.com/technologies/systems/article/21164984/wireless-timesensitive-networks-when-every-microsecond-counts)
 - [Muhammad Aslam, et al. High precision time synchronization on Wi-Fi based multi-hop network. CNERT2021](https://biblio.ugent.be/publication/8709058/file/8709060.pdf)
-- [Hongjian Cao, et al. OWFuzz: WiFi Protocol Fuzzing Tool Based on OpenWiFi. Blackhat asia 2021](https://www.blackhat.com/asia-21/arsenal/schedule/#owfuzz-wifi-protocol-fuzzing-tool-based-on-openwifi-22569), [[**code**]](https://github.com/alipay/Owfuzz)
-- [Cedric Den Haese, The initial 802.11n 2*2 MIMO and diversity (CSD/Combining) work. UGent master thesis 2021](https://users.ugent.be/~xjiao/Cedric_Den_Haese_masterproef.pdf)
-- [Steven Heijse, IEEE 802.11 Physical Layer Fuzzing Using OpenWifi. UGent master thesis 2021](https://users.ugent.be/~xjiao/Steven_Heijse_masterproef.pdf)
 - [Ingrid Moerman, et al. Interoperable Time-Sensitive Networking Towards 6G (invited presentation)](https://biblio.ugent.be/publication/8719532/file/8719533.pdf)
 - [Lihao Zhang, et al. A Just-In-Time Networking Framework for Minimizing Request-Response Latency of Wireless Time-Sensitive Applications. Arxiv 2021](https://arxiv.org/abs/2109.03032)
 - [Jetmir Haxhibeqiri, et al. Bringing Time-Sensitive Networking to Wireless Professional Private Networks. Wireless Personal Communications 2021](https://link.springer.com/article/10.1007/s11277-021-09056-0)
-- [Paul Zanna, et al. A novel method for utilizing RF information from IEEE 802.11 frames in Software Defined Networks. MethodsX 2021](https://www.sciencedirect.com/science/article/pii/S2215016121003368)
 - [Muhammad Aslam, et al. Hardware Efficient Clock Synchronization across Wi-Fi and Ethernet Based Network Using PTP. IEEE Transactions on Industrial Informatics 2021](https://ieeexplore.ieee.org/document/9573364)
-- [Luca Baldesi, et al. ChARM: NextG Spectrum Sharing Through Data-Driven Real-Time O-RAN Dynamic Control. INFOCOM 2022](https://ece.northeastern.edu/wineslab/papers/BaldesiInfocom22.pdf)
 - [Zelin Yun, et al. RT-WiFi on Software-Defined Radio: Design and Implementation. accepted RTAS2022 paper and demo](https://arxiv.org/abs/2203.10390)
-- [Thijs Havinga, et al. WIP: Achieving Self-Interference-Free Operation on SDR Platform with Critical TDD Turnaround Time. accepted WoWMoM2022 paper](https://arxiv.org/abs/2204.07354)
 - [Pablo Avila-Campos, et al. Impactless Beacon-Based Wireless TSN Association Procedure. 2022 IEEE 18th International Conference on Factory Communication Systems (WFCS)](https://ieeexplore.ieee.org/abstract/document/9779186)
-- [Yingshuo Xi, Baiming Zhang. High-Throughput Open Source Viterbi Decoder for OpenWiFi. 2022 KU Leuven master thesis](https://github.com/BaimingZhang26213/viterbi_decoder)
+
+## CSI Channel State Information and Security
+- [Marco Cominelli, et al. CSI MURDER. ORCA project opencall 2019](https://ans.unibs.it/projects/csi-murder/)
+- [Marco Cominelli, et al. IEEE 802.11 CSI randomization to preserve location privacy: An empirical evaluation in different scenarios. ELSEVIER Computer Networks, 2021](https://www.sciencedirect.com/science/article/abs/pii/S138912862100102X)
+- [Xianjun Jiao, et al. Openwifi CSI fuzzer for authorized sensing and covert channels. ACM WiSec 2021](https://dl.acm.org/doi/pdf/10.1145/3448300.3468255)
+- [Hongjian Cao, et al. OWFuzz: WiFi Protocol Fuzzing Tool Based on OpenWiFi. Blackhat asia 2021](https://www.blackhat.com/asia-21/arsenal/schedule/#owfuzz-wifi-protocol-fuzzing-tool-based-on-openwifi-22569), [[**code**]](https://github.com/alipay/Owfuzz)
+- [Steven Heijse, IEEE 802.11 Physical Layer Fuzzing Using OpenWifi. UGent master thesis 2021](https://users.ugent.be/~xjiao/Steven_Heijse_masterproef.pdf)
 
 **Openwifi was born in ORCA project (EU's Horizon2020 programme under agreement number 732174).**