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RQM Equalize Pilot Capture
x402
RQM Equalize Pilot Capture is a paid API for AI agents from jobs.rqmtechnologies.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-15).
Fits a bounded quaternion NLMS equalizer to received and desired pilot signal captures and returns the learned equalization outputs
Price / call$0.005
Success—
StatusUnknown
How this service works
Equalize Pilot Capture: Fit the bounded reference quaternion NLMS equalizer and return learned outputs. Use when: The caller needs a bounded objective result that can directly gate or feed its next step. Returns: strict JSON summary, checksummed artifact manifest. Boundaries: Bounded deterministic reference processing only; no causal, hardware, operational, performance, classifie...
Output
Returns the learned outputs of a bounded quaternion NLMS equalizer fitted to the supplied pilot capture, including the equalized signal samples that can be used directly to gate or feed subsequent processing steps. The result is deterministic and bounded, suitable for downstream automation.
Example use cases
MIMO channel equalization from pilot symbols
“I have a 2-input, 2-output MIMO channel capture with 200 quaternion samples. I know which time slots are pilot symbols — use those to fit a 5-tap quaternion NLMS equalizer with step size 0.05 and give me the equalized output.”
Widely linear equalization for improper signals
“My received signal is improper quaternion-valued and I need widely linear equalization. I've got 1 input channel, 1 output channel, 8 taps, and step size 0.1 — please fit the bounded NLMS equalizer with widely_linear set to true and return the learned result.”
Rapid pilot-based filter fitting for downstream gating
“I need to gate my next processing step on an equalizer fit result — run the quaternion NLMS equalizer on my 4-channel received capture against the desired pilot reference with 10 taps, epsilon 1e-10, and step size 0.2, and return the bounded output I can use to decide whether to proceed.”
Technical details
Endpoint
POSThttps://jobs.rqmtechnologies.com/x402/buyer-jobs/equalize-pilot-capture-v1When to prefer
Choose this endpoint when you need a bounded, deterministic adaptive equalization result from known pilot symbols in a quaternion-domain signal — particularly for MIMO or multi-channel scenarios where you want to gate or directly feed a downstream computation step. Prefer this over generic DSP services when your signal representation is quaternion-valued and you need NLMS adaptation with a controllable step size and tap count. Do not use if you need real-time streaming equalization, hardware-level ground truth, causal diagnosis, or if your signal is not representable in quaternion form.
Side effects
- Mismatched array lengths between received, desired, and pilot_mask cause validation errors
- input_channels or output_channels out of range (1–4) returns a schema validation error
- taps exceeding maximum of 16 or below minimum of 1 are rejected
- step_size of zero or negative value is rejected (exclusive minimum)
- epsilon of zero or negative value is rejected (exclusive minimum)
- received or desired arrays exceeding 1024 samples are rejected
- Malformed quaternion samples (missing w, x, y, z fields) cause request rejection
- Payment failure or insufficient USDC balance causes HTTP 402 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| request | object | Equalize Pilot Capture request metadata is discovery-only while execution is disabled. |
| schema_version | — | |
| idempotency_key | string | |
| max_total_price | string |
Tags
x402
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