Application-Based RF Exposure Budgeting Across Device Radios

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Solution Overview

Problem

Designing electronic devices with wireless capabilities that meet regulatory radio-frequency exposure limits without sacrificing performance is challenging.

Innovation Solution

Implementing an RF exposure metric manager that dynamically allocates radio-frequency exposure budgets to radios based on application data classification, prediction, and environmental factors, ensuring compliance with regulatory limits while optimizing wireless performance.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If regulatory RF exposure limits are enforced, then compliance with safety standards is improved, but wireless performance is degraded

Engineering Contradiction:
Improveregulatory complianceVSAvoidwireless performance
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The system dynamically adjusts RF exposure budgets allocated to different radios based on real-time conditions including data patterns, transmission priorities, and environmental factors. This dynamic allocation allows the system to optimize wireless performance while ensuring regulatory compliance by adapting budget distribution rather than using fixed conservative limits

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes the parameter of RF exposure budget allocation by classifying application data types (continuous, periodic, burst) and adjusting transmission parameters accordingly. Different data types receive different RF budget allocations, allowing optimal performance for each type while maintaining overall compliance with regulatory limits

Inventive Principle:
Principle #35Parameter changes

2Productivity

If RF exposure budget is increased for high-performance transmission, then wireless performance is improved, but risk of exceeding regulatory limits increases

Engineering Contradiction:
Improvewireless performanceVSAvoidRF exposure risk
Core Design Contradiction:
ProductivityVSObject-affected harmful factors

Solution Approach 1:

The system implements feedback mechanisms that monitor RF exposure levels and transmission performance, using this information to adjust RF budget allocations in real-time. This feedback loop ensures that high performance transmissions are enabled when safe, while automatically reducing exposure when approaching regulatory limits

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system performs preliminary classification of application data and prediction of transmission requirements before allocating RF exposure budgets. By anticipating transmission needs and classifying data types in advance, the system can prepare appropriate RF budgets that maximize performance while pre-ensuring compliance

Inventive Principle:
Principle #10Preliminary action

3Ease of operation

If fixed RF exposure limits are applied to all radios, then regulatory compliance is simplified, but wireless performance optimization is reduced

Engineering Contradiction:
Improvecompliance managementVSAvoidwireless performance
Core Design Contradiction:
Ease of operationVSProductivity

Solution Approach 1:

The system segments the total RF exposure budget into radio-specific allocations based on individual radio characteristics, data types, and transmission priorities. This segmentation allows each radio to receive optimized budget allocation rather than uniform distribution, improving overall wireless performance while maintaining compliance

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The system applies local quality by treating different radios and data types differently in terms of RF budget allocation. Each radio receives a customized RF exposure budget based on its specific needs, data patterns, and operational context, rather than applying a uniform limit across all transmissions

Inventive Principle:
Principle #3Local quality

Data Source

PatentUS20260081636A1Electronic Devices with Application-Based Radio-Frequency Exposure Management
Publication Date: 2026.03.19 APPLE INC
  • US20260081636A1 patent drawing
  • US20260081636A1 patent drawing
  • US20260081636A1 patent drawing

AI summary

An electronic device may include radios that transmit signals using antennas. Control circuitry may assign radio-frequency exposure (RFE) budgets to the radios. The control circuitry may classify and predict attributes of application data for transmission over the radios, may generate a per-radio data prediction based on the classified attributes, and may generate the RFE budgets based on the classified attributes. Each radio may transmit application data based on its data prediction and according to its RFE budget. A dynamic portion of the RFE budget may be reserved for control signaling. RFE planning in this way may ensure that the device optimally utilizes its RFE budget, increasing overall RFE during some time periods so sufficient transmit power is available, and ensuring that RFE is distributed across the radios depending on the amount and criticality of the data to be transmitted by each radio.