Optimal Access Point Placement via Client Device RF Signal Analysis

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Solution Overview

Problem

Current wireless installations rely on manual and iterative methods to determine the optimal location for access points, which are often inefficient and require specialized installers, as they must account for RF signal path loss, reflections, fading, and interference, leading to suboptimal coverage and potential need for multiple access points.

Innovation Solution

A method and apparatus that utilize multiple wireless-enabled client devices to exchange signals and collect data on RF characteristics, allowing for the determination of an optimal access point location within a premises, enabling users to place the access point at the most suitable position without the need for specialized installers.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of manufacture

If manual iterative methods are used to determine optimal access point location, then installation can be performed without specialized equipment, but the process requires multiple measurements and iterations leading to time loss and potential suboptimal coverage

Engineering Contradiction:
ImproveInstallation simplicityVSAvoidInstallation time
Core Design Contradiction:
Ease of manufactureVSLoss of time

Solution Approach 1:

The system performs preliminary RF signal measurements and simulations before the actual access point installation. Client devices collect signal strength data at multiple candidate locations in advance, allowing the optimal location to be determined before the access point is physically installed, thereby avoiding iterative adjustments during installation.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent introduces an intermediary computational system that processes RF signal measurements from client devices and determines optimal access point locations. This intermediary analysis layer eliminates the need for manual trial-and-error installation by providing data-driven location recommendations based on pre-collected signal characteristics.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Device complexity

If manual iterative measurement methods are used, then no specialized installation equipment is needed, but the process becomes complex and requires multiple access points to ensure coverage

Engineering Contradiction:
ImproveInstallation process complexityVSAvoidWireless coverage reliability
Core Design Contradiction:
Device complexityVSReliability

Solution Approach 1:

The system implements feedback by having client devices measure and report RF signal characteristics at various locations. This feedback data is used to determine the optimal access point location that maximizes coverage reliability, eliminating the need for complex iterative adjustments and multiple access points.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The patent changes the approach from physical trial-and-error placement to computational optimization by analyzing RF signal parameters (signal strength, path loss, reflections) collected from client devices. This parameter-based determination simplifies the installation process while ensuring reliable coverage through data-driven location selection.

Inventive Principle:
Principle #35Parameter changes

3Ease of manufacture

If traditional manual placement methods are used, then installation costs are reduced, but the optimal location cannot be accurately determined due to inability to account for RF characteristics

Engineering Contradiction:
ImproveInstallation costVSAvoidLocation determination accuracy
Core Design Contradiction:
Ease of manufactureVSMeasurement precision

Solution Approach 1:

The system makes client devices serve multiple functions: they act as both end-user devices and measurement instruments for RF signal characterization. By utilizing existing client devices for signal measurements, the system avoids the need for specialized installation equipment, keeping costs low while achieving high measurement precision through multiple measurement points.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The client devices perform self-measurement of RF signal characteristics at their respective locations. Each device contributes its own measurement data to the overall analysis, enabling accurate determination of optimal access point location without requiring external measurement equipment or specialized installers.

Inventive Principle:
Principle #25Self-service

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This approach allows for efficient and optimal placement of access points, improving wireless connectivity across a premises by characterizing RF signals in a richer and more accurate manner than traditional methods, reducing installation complexity and costs while ensuring comprehensive coverage.

Implementation Method 1

utilizing the plurality of client devices to exchange signals between one another to collect data relating to one or more radio frequency characteristics

Methodology Applied
Scientific EffectRadio frequency signal transmission: Electromagnetic Induction

Implementation Method 2

radio frequency (RF) signal path loss/attenuation (such as due to interposed materials), signal reflections, fading, localized 'shading' and interference

Methodology Applied
Scientific EffectRF signal path loss and attenuation: Absorption (EM radiation)

Implementation Method 3

signal reflections, fading, localized 'shading' and interference from other RF or electromagnetic sources

Methodology Applied
Scientific EffectSignal reflections: Reflection

Implementation Method 4

signals at these frequencies create multi-path propagation throughout the building

Methodology Applied
Scientific EffectMulti-path propagation: Dispersion (of waves)

Data Source

PatentUS11540148B2Methods and apparatus for access point location
Publication Date: 2022.12.27 TIME WARNER CABLE ENTERPRISES LLC
  • US11540148B2 patent drawing
  • US11540148B2 patent drawing
  • US11540148B2 patent drawing

AI summary

Methods and apparatus for determining a desired or optimal location for one or more access points within a premises. In one embodiment, software is provided to wireless-enabled client devices in a user premises; the software enables each of the devices to communicate with one another and collect a plurality of data relating to the connectivity of each at various locations within the premises. The data is used to determine a desired or optimal location for placement of an access point. Once the optimal location is determined, the access point is placed, and the client devices communicate therewith. In one variant, ongoing data may be collected as the system operates to ensure continued optimization. In the instance changes in the topology or environment of the user premises cause significant alterations to the communication signals or connectivity, a new optimal location for the access point may be determined.