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Software-defined radio for security research

How SDRs differ in frequency range, bandwidth, ADC resolution and transmit capability, which one fits which defensive task, and the legal and RF-safety guard rails for a radio lab.

Published on 6 min read

A software-defined radio (SDR) moves most of a radio's work into software: the hardware tunes, filters and digitizes a slice of spectrum, and your computer does the demodulation. For security practitioners, that means one device can observe the sub-GHz links used by alarm sensors and meters, look at the signals an IoT device emits, verify that a product uses the protocol its datasheet claims, or monitor the spectrum around a sensitive site.

This guide explains the specifications that matter, which class of device fits which task, and how to run a radio lab that stays within the law.

The specifications that matter

SpecificationWhat it meansWhy it matters
Frequency rangeLowest to highest frequency the tuner coversMust include the bands of the devices you study (for example 315/433/868/915 MHz, 2.4 GHz, 5 GHz)
Instantaneous bandwidthWidth of spectrum captured at once (tied to sample rate)Wideband protocols and frequency hopping need more bandwidth
ADC resolutionBits per sampleMore bits means more dynamic range: weak signals next to strong ones
DuplexRX only, half duplex (RX or TX) or full duplex (both at once)Full duplex is needed for some protocol emulation and measurement setups
TX capability and powerWhether and how strongly it can transmitRegulated; powerful enough to cause interference if misused
Frequency stabilityOscillator accuracy (TCXO, external clock input)Narrowband signals drift out of view on unstable clocks
Host interfaceUSB 2.0, USB 3.0, EthernetLimits sustained sample rate
Software supportDrivers for GNU Radio, SoapySDR, SDR++, GQRXDetermines what tools you can actually use

Device classes

The market falls into a few recognizable tiers. Specifications below are the manufacturers' published figures for common models.

ClassExampleRange (approx.)BandwidthADCTX
Entry receiverRTL2832U + R820T2/R828D dongles~24 MHz to ~1.7 GHz~2.4 MHz usable8-bitNo
Improved receiversAirspy, SDRplay familiesModel-dependent, HF to ~1.7-2 GHzUp to ~10 MHz12 to 14-bitNo
Wideband half-duplexHackRF One1 MHz to 6 GHzUp to 20 MHz8-bitYes, half duplex, low power
Learning full duplexADALM-Pluto325 MHz to 3.8 GHz stockUp to 20 MHz12-bitYes
Research full duplexEttus USRP B200 series, LimeSDR~70 MHz to 6 GHz (B200 series)Up to 56 MHz (B200 series)12-bitYes

How to read this table:

  • For monitoring and learning, an entry receiver covers most IoT sub-GHz bands and costs far less than anything else.
  • For analyzing a device's transmissions across bands, including 2.4 GHz and 5 GHz, you need a wideband receiver.
  • For lab protocol testing where you must both receive and respond, a full-duplex device with good dynamic range is the tool, used on cable or in a shielded box.

Software

  • GQRX and SDR++: spectrum and waterfall views with common demodulators; the starting point for exploring.
  • GNU Radio: a flow-graph framework for building custom receivers and signal processing chains.
  • Universal Radio Hacker (URH) and inspectrum: capture, visualize and analyze digital signals; infer modulation, symbol rate and packet structure.
  • rtl_433: decodes hundreds of consumer sub-GHz devices (weather stations, sensors, tire pressure monitors).
  • Kismet with suitable adapters for Wi-Fi and Bluetooth monitoring (standard Wi-Fi and Bluetooth analysis is usually done with dedicated radios rather than general SDRs).

Quick checks with an RTL-SDR:

# Verify the dongle and check for dropped samples (Ctrl-C to stop)
rtl_test -s 2400000

# Decode sensors around 433.92 MHz for 60 seconds and print JSON
rtl_433 -f 433.92M -T 60 -F json

# Power survey from 400 to 450 MHz in 10 kHz bins for 5 minutes
rtl_power -f 400M:450M:10k -i 10 -e 5m survey.csv

Defensive uses

  • IoT procurement testing. Verify what a device transmits, how often, on which band and whether traffic appears to be encrypted or trivially repetitive. A sensor that sends identical frames for "armed" and "disarmed" is a design weakness worth raising with the vendor.
  • Regulatory and privacy checks. Confirm a product only transmits when it claims to.
  • Spectrum monitoring. Baseline the RF environment of a site to detect unexpected transmitters.
  • Training. Teach how modulation, encoding and framing work so engineers design better wireless products.

Receiving and analyzing signals from your own devices is standard practice. Interfering with, jamming, or replaying signals to devices you do not own, or intercepting communications not meant for you, is illegal in most jurisdictions and outside the scope of this site.

Rules vary by country, but a few principles are nearly universal:

  1. Receiving is widely permitted, but many countries restrict the interception, use or disclosure of the content of private communications (for example cellular, private radio or encrypted traffic).
  2. Transmitting requires authorization. That means an appropriate licence used within its rules, or staying within licence-exempt (ISM/SRD) band limits on power, duty cycle and permitted use.
  3. Some bands are protected: aviation, maritime, emergency services, GNSS and cellular. Never transmit on them.
  4. Jamming is illegal almost everywhere, including jamming your own devices over the air.

When unsure, consult the national regulator (FCC in the United States, Ofcom in the United Kingdom, ANFR/Arcep in France, BNetzA in Germany) or a lawyer.

RF lab setup

A small investment keeps experiments on the bench and your equipment intact:

ItemPurpose
SMA coaxial cables and adaptersDirect connection between transmitter and receiver
Fixed attenuators (for example 20 dB and 30 dB)Protect receiver front ends; set realistic signal levels
DC blockPrevent DC on the line from damaging the SDR
50-ohm dummy loadTerminate transmitters without radiating
Shielded enclosure or RF test boxTest devices with their own antennas without radiating
Band-appropriate antennasBetter reception for monitoring
GPS-disciplined or external reference clockStable frequency for narrowband work

Most receive-only SDRs specify a maximum safe input power; a strong nearby transmitter or a direct cable connection without attenuation can exceed it and damage the front end.

Choosing, in short

  • Start with a reputable receive-only dongle and learn with GQRX, rtl_433 and URH.
  • Add a wideband device when your target bands exceed ~1.7 GHz or you need more bandwidth.
  • Add a full-duplex device only when a lab test requires transmit and receive together, and plan for cables, attenuators and shielding at the same time.
  • Keep a written record of what you transmitted, where, when and under which authorization.