Indirect Parameter Calibration in Data Processing Systems
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Solution Overview
Problem
Traditional data processing systems face inefficiencies in parameter modification, especially when the number of parameters increases, leading to unwieldy search approaches and limited tuning capabilities, which negatively impact performance.
Innovation Solution
The implementation of adaptive parameter modification systems that include a write circuit with a calibration circuit to adjust write parameters based on detector outputs, and a read circuit with a data detector circuit to generate outputs from read inputs, allowing for indirect parameter calibration and improved data processing efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a search approach is used to test parameters one by one, then parameter tuning can be performed, but the process becomes unwieldy when the number of parameters increases
Solution Approach 1:
The patent implements feedback through the detector output that feeds back into the calibration circuit. The calibration circuit uses the detector output to adjust write parameters automatically, creating a closed-loop system that eliminates the need for manual search through parameter spaces, thus resolving the complexity issue while maintaining tuning capability
Solution Approach 2:
The system performs self-calibration where the calibration circuit automatically adjusts parameters based on detector outputs without external intervention. This self-service mechanism allows the system to tune parameters autonomously, making the process manageable even with multiple parameters
2Device complexity
If the number of parameters is limited to simplify the search approach, then the search process becomes manageable, but the tuning capability is reduced and performance is negatively impacted
Solution Approach 1:
The feedback mechanism allows the system to automatically adjust multiple parameters based on detector outputs without requiring manual management of each parameter. This enables comprehensive tuning of multiple parameters to optimize performance while keeping the search process manageable through automated calibration
Solution Approach 2:
The patent dynamically changes parameters during operation through the calibration circuit that adjusts write parameters based on detector outputs. This allows the system to optimize parameters in real-time, improving performance without the complexity of manual parameter search
3Device complexity
If traditional parameter modification methods are used, then the system structure remains simple, but data transfer quality and system performance are limited
Solution Approach 1:
The feedback loop through the detector output and calibration circuit enables continuous optimization of data transfer quality. This feedback mechanism allows the system to automatically adjust parameters to improve reliability while adding only minimal structural complexity
Solution Approach 2:
The calibration circuit performs preliminary calibration of write parameters before actual data writing occurs. This preliminary action ensures optimal parameters are established in advance, improving data transfer quality without requiring complex adjustments during operation
Data Source
AI summary
The present invention is related to systems and methods for adaptive parameter modification in a data processing system.