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Latest News || 27 October 2026: Dr Soumava Mukherjee's invited talk at Queen's University Belfast joined device-level hardware innovation with channel-level control. || 22 October 2026: I received a Certificate of Appreciation for serving as a reviewer for IEEE IMAS 2026. || 15 October 2026: I presented a poster on beam-domain ML fingerprinting for RIS-aided mmWave localisation at the Centre for Wireless Innovation's annual symposium. || 15 October 2026: CWI's annual symposium brought research and industry perspectives on 6G, ISAC, optical wireless, AI, and future networks to Queen's University Belfast. || 14 October 2026: Erik Nordell of Ericsson visited our Keysight Lab for a live RIS-assisted video streaming demonstration.
Knowledge Hubreconfigurable intelligent surface3. Use Cases & Applications

reconfigurable intelligent surface learning note

3. Use Cases & Applications

A structured view of RIS applications in coverage, interference control, security, IoT, sensing, and smart indoor environments.

At a glance

  • Coverage is the clearest winA facade RIS can light up the shadow behind a building where mmWave signals cannot reach.
  • Shape where energy landsThe same surface can boost one user and place a null on an eavesdropper or an interferer.
  • Compare fairlyCount control overhead and the no-RIS baseline; a badly placed surface adds little.

Why RIS Applications are Broad

RIS is not a single application. It is a platform technology. Once a surface can shape radio propagation, it can help many wireless tasks: stronger links, lower interference, better localization, improved sensing, and energy-aware coverage.

References for this section3

1. Coverage Extension

The most intuitive use is coverage recovery. If a direct path is blocked, an RIS can create a reflected path. This is especially useful at mmWave and sub-THz frequencies, where blockage is severe.

Examples:

  • Indoor dead-zone coverage.
  • Urban street-canyon links.
  • Factory-floor robot connectivity.
  • Cell-edge improvement.

Coverage map: what one RIS adds

1. Formula and symbols
γdB=Pr,dBm−NdBm\gamma_{\rm dB}=P_{r,\rm dBm}-N_{\rm dBm}
qcovered=#{i:γi≥γmin}Nvalidq_{\rm covered}=\frac{\#\{i:\gamma_i\geq\gamma_{\rm min}\}}{N_{\rm valid}}
  • PrP_r: sum of modeled path powers at a map cell (incoherent addition)
  • NN: receiver noise
  • γmin⁡\gamma_{\min}: target SNR
  • NvalidN_{\rm valid}: valid street cells

Coverage is the fraction meeting the target, with each RIS re-aimed at each evaluated point.

BS
Surface
Carrier
Elements per panel
2. Work with the current inputs
qcovered=59646190=0.9635q_{\rm covered}=\frac{5964}{6190}=0.9635
Δq=100(0.9635−0.4511)=51.2 percentage points\Delta q=100(0.9635-0.4511)=51.2\ \text{percentage points}
3. Result
Area covered96%SNR ≥ 15 dB
Without any RIS45%
Gained by RIS+51 points
Hovered point—move over the map
SNR at every point of an 80 m × 37.5 m street, from the BS (30 dBm, 20 dBi) through free space, 50 dB per crossing of the building (concrete at mmWave), and each RIS re-aimed at that point (a best case: one user at a time). Grey cells fall below the target SNR. Hover to read a point. Same plate model as the link-budget calculator in part 1; 100 MHz bandwidth, 7 dB noise figure.
References for this section3

2. Interference Mitigation

RIS can be configured so reflected interference arrives out of phase with direct interference. It can also steer the desired signal away from unintended receivers.

This does not mean interference disappears everywhere. It means the surface can shape the spatial distribution of energy at selected locations.

References for this section3

3. Physical Layer Security

Wireless signals naturally leak. RIS can improve secrecy by:

  • Increasing signal strength at the legitimate user.
  • Creating weak-signal zones near eavesdroppers.
  • Randomizing or shaping propagation paths.

This is particularly attractive when combined with beamforming and artificial noise.

Physical-layer security: aim at Bob, starve Eve

1. Formula and symbols
Rs=[log⁡2(1+γB)−log⁡2(1+γE)]+R_s=[\log_2(1+\gamma_B)-\log_2(1+\gamma_E)]_+
  • γB\gamma_B: Linear receive SNR at Bob
  • γE\gamma_E: Linear receive SNR at Eve
  • RsR_s: illustrative secrecy rate in bit/s/Hz

[x]₊ = max(x,0)

Both SNRs come from the same phase-only beam pattern.

0-10-20-30-40-90°-60°-30°0°30°60°90°gain (dB)direction from the RISBob 0.0 dBEve -28.8 dB
RIS design
2. Work with the current inputs
Cs=[log⁡2 ⁣(1+γBob)−log⁡2 ⁣(1+γEve)]+=[log⁡2(1+1020.0/10)−log⁡2(1+10−8.8/10)]+=6.48 bit/s/Hz\begin{aligned} C_s &= \left[\log_2\!\left(1+\gamma_{\text{Bob}}\right) - \log_2\!\left(1+\gamma_{\text{Eve}}\right)\right]^{+} \\ &= \left[\log_2(1+10^{20.0/10}) - \log_2(1+10^{-8.8/10})\right]^{+} = 6.48\ \text{bit/s/Hz} \end{aligned}
w=∠ ⁣(aB∗−1N(aETaB∗)aE∗),G(θ)=∣a(θ)Tw∣2N2\mathbf{w} = \angle\!\left(\mathbf{a}_B^{*} - \tfrac{1}{N}\left(\mathbf{a}_E^{T}\mathbf{a}_B^{*}\right)\mathbf{a}_E^{*}\right), \qquad G(\theta) = \frac{\left|\mathbf{a}(\theta)^{T}\mathbf{w}\right|^{2}}{N^{2}}
3. Result
Bob's SNR20.0 dB0.0 dB vs perfect beam
Eve's SNR-8.8 dB-28.8 dB
Secrecy rate6.48 bit/s/Hz
Reflected beam pattern of a 16-element RIS with phase-only control. “Beam to Bob” matches Bob's direction only; “add a null at Eve” first removes Eve's direction from the weights, then keeps their phases. Both listeners are at the same distance, and the reference SNR is what Bob would get from a perfect beam. Secrecy rate = what Bob can decode minus what Eve can.
References for this section3

4. Localization and Positioning

RIS can act as a known virtual anchor. If the receiver knows the RIS location and estimates the reflected path delay/angle, it can infer position even when the direct path is blocked.

This is one of the strongest research directions for RIS because 6G aims for high-accuracy positioning as a native service.

References for this section3

5. Smart Indoor Environments

RIS panels can be placed on walls or ceilings in:

  • Hospitals.
  • Factories.
  • Airports.
  • Lecture halls.
  • Laboratories.

The goal is to make indoor propagation more predictable. Instead of relying on random wall reflections, the building actively assists communication.

References for this section3

6. Wireless Power and Battery-Free IoT

RIS can focus RF energy toward low-power sensors. The energy levels are usually small, but for ultra-low-power IoT nodes, even small improvements can matter.

The practical challenge is that information transfer and power transfer may require different beam patterns.

References for this section3

7. Sensing and Environmental Awareness

RIS can help radio sensing by illuminating hidden targets, enhancing weak echoes, or providing an additional geometric viewpoint. This connects directly to RIS-assisted ISAC.

References for this section3

Application Selection Guide

ProblemRIS role
Blocked userCreate virtual LoS
Strong interferenceCreate spatial nulls or redirect energy
Weak localization geometryAdd virtual anchor
Indoor mmWave coverageSmart wall/ceiling reflection
Low-power sensorFocus RF energy
Hidden target sensingProvide NLoS illumination path
References for this section3

Takeaway

  • When to consider RIS: a controllable reflected path is more practical than another active site.
  • Typical tasks: blocked high-frequency coverage, localization, and joint communication/sensing.
  • Compare fairly: include RIS control overhead and the no-RIS baseline.
References for this section3

Check your understanding

0 of 4 answered

  1. In the coverage map, why does the shadow behind the building improve with an RIS?

  2. What does placing a null toward Eve do to the secrecy rate?

  3. Which application uses the RIS as a known geometric reference?

  4. Why is RIS-assisted wireless power transfer limited?

Complete references and further reading