Open Source

Software, datasets, and artifacts from the WCSNG ecosystem.

WCSNG has curated and created open-source datasets and tools that enable reproducible research and lower the barrier to entry for researchers in communication, computing, sensing, and autonomous systems.

This page pulls together the public releases that are most useful to students, collaborators, and researchers who want working systems, representative datasets, and concrete starting points rather than paper titles alone.

Software

Open systems and toolchains

These repositories expose working systems, sensing pipelines, simulation environments, and evaluation toolchains that make the research reproducible and reusable.

Software | Wireless Sensing and Localization

Wireless Sensing and Localization

Turn commodity WiFi, BLE, and UWB infrastructure into centimeter-scale sensing systems for indoor localization, robotics, SLAM, and secure spatial intelligence.

2023 | Wireless Sensing and Localization

WiROS

A WiFi sensing toolbox for robotics and ROS that packages calibration utilities, hardware integration, and physical-parameter extraction into a tractable sensing framework.

2021 | Wireless Sensing and Localization

ULoc

A centimeter-accurate, low-latency, and power-efficient UWB localization stack built around a simple transmit-only tag and multi-antenna anchors.

Software | NextG Wireless Systems

NextG Wireless Systems

Build the next generation of wireless systems around reliable mmWave links, sustainable MIMO, and real-time AI control inside programmable RANs.

2023 | NextG Wireless Systems

mmFlexible / DPA

A delay-phased array architecture for directional frequency multiplexing, along with open datasets and code for reliable multi-user mmWave links.

2021 | NextG Wireless Systems

mmReliable

A multi-beam mmWave system that uses constructive beam patterns and tracking to deliver reliable high-throughput links.

2024 | NextG Wireless Systems

EdgeRIC

A real-time RAN intelligent controller that runs AI-driven optimization at the radio timescale for disaggregated cellular systems.

2024 | NextG Wireless Systems

mmSubArray

An open mmWave array platform for joint satellite-terrestrial networking with full-spectrum utilization in millimeter-wave bands.

2025 | NextG Wireless Systems

PHOENIX

A framework that reconstructs interpretable finite-state machines directly from raw 5G debug logs for diagnosis and reasoning.

2024 | NextG Wireless Systems

Perfetto Trace Analysis

An analysis toolkit for attributing smartphone power draw across subsystems using fine-grained Perfetto traces and device measurements.

Software | Battery-Free IoT and Smart Surfaces

Battery-Free IoT and Smart Surfaces

Push backscatter and smart-surface design toward ultra-low-power connectivity, battery-free sensing, and wireless environments that can actively shape propagation.

2025 | Battery-Free IoT and Smart Surfaces

SenSync

A real-time RFID sensing system that resolves temporal misalignment and phase ambiguity for practical passive sensing deployments.

Software | Spectrum Intelligence

Spectrum Intelligence

Sense wide swaths of spectrum in real time, compress what matters, and build the data pipelines needed for spectrum-aware wireless systems.

2019 | Spectrum Intelligence

SweepSense

A low-cost radio architecture that senses wide spectrum with high temporal resolution by rapidly sweeping the center frequency.

2019 | Spectrum Intelligence

SparSDR

A sparsity-proportional SDR pipeline that reduces backhaul and compute costs while preserving fidelity over wide bandwidths.

2024 | Spectrum Intelligence

RFSynth

A scalable RF data generation and testing platform for spectrum information systems and RF ML evaluation.

2022 | Spectrum Intelligence

BSMA

An open full-duplex LoRa gateway and simulator stack for scalable low-power wide-area networks and MAC evaluation.

2023 | Spectrum Intelligence

Crescendo

Artifacts and analysis code for real-time, wideband, and robust RF signal characterization across challenging wireless environments.

Software | Autonomous Perception and Radar

Autonomous Perception and Radar

Fuse radar, cameras, simulation, and learning to make autonomous perception more robust under weather, occlusion, and other failure modes of vision-only systems.

2019 | Autonomous Perception and Radar

SIGNet

A geometry-perception framework that uses semantic information to improve unsupervised depth and flow prediction in challenging visual conditions.

2023 | Autonomous Perception and Radar

SHENRON

An open radar simulation framework that generates high-fidelity MIMO radar data from lidar point clouds and images without heavyweight mesh pipelines.

Software | Wireless Security and Privacy

Wireless Security and Privacy

Expose how wireless systems can be fingerprinted, jammed, spoofed, or tracked, then build defenses that preserve both reliability and privacy.

2024 | Wireless Security and Privacy

BeamArmor

A seamless anti-jamming system for 5G networks that combines MIMO null-steering with real-time control.

Data

Datasets and research artifacts

These releases make it easier to benchmark localization, mmWave reliability, autonomous radar perception, and sustainable wireless architectures without rebuilding every pipeline from scratch.

Data | Wireless Sensing and Localization

Wireless Sensing and Localization

Turn commodity WiFi, BLE, and UWB infrastructure into centimeter-scale sensing systems for indoor localization, robotics, SLAM, and secure spatial intelligence.

2020 | Wireless Sensing and Localization

DLoc / WILD

A large-scale WiFi CSI localization dataset and learning pipeline for indoor positioning and mapping.

Data | NextG Wireless Systems

NextG Wireless Systems

Build the next generation of wireless systems around reliable mmWave links, sustainable MIMO, and real-time AI control inside programmable RANs.

2021 | NextG Wireless Systems

mMobile

28 GHz full-channel measurements for mobile users, tagged by location and beam index for reliable mmWave research.

2023 | NextG Wireless Systems

GreenMO Artifacts

Artifacts and datasets for sustainable massive MIMO, including channel traces, interference data, and power models.

Data | Autonomous Perception and Radar

Autonomous Perception and Radar

Fuse radar, cameras, simulation, and learning to make autonomous perception more robust under weather, occlusion, and other failure modes of vision-only systems.

2020 | Autonomous Perception and Radar

Pointillism Multi-Radar Data

A multi-radar dataset and RP-net codebase for robust 3D bounding box estimation in autonomous perception.

2025 | Autonomous Perception and Radar

C-Shenron

A CARLA-integrated radar simulator with large radar-camera-LiDAR datasets for end-to-end autonomous driving experiments.