Smoothed RSI Reversal Signals with Threshold Crossings

Summary

This method transforms RSI readings into a bounded oscillator and uses threshold crossings to generate trades. It starts with a 14-period RSI, smooths a centered version with a five-period weighted moving average, then applies a hyperbolic tangent mapping. A cross above the lower threshold prompts a long entry; a cross below the upper threshold closes that position. The document also lists month and day inputs intended to constrain when the strategy runs, although the supplied source does not apply those date inputs in its trading conditions.

A BTC/USDT futures backtest interval is listed, but there are no reported performance statistics or evidence of profitability. The strategy has no stated short-entry rule or explicit stop loss. Its notes identify false reversals and reliance on a single indicator as limitations, and suggest testing other parameters, adding volume or volatility confirmation, and introducing risk controls. Results would need separate validation across market conditions.

Key ideas

• The strategy smooths centered RSI values and maps them to a bounded range before testing thresholds.
• Crossing the lower threshold opens a long position, while crossing below the upper threshold closes it.
• The listed date-range inputs are not used by the provided trading logic.
• The document lists a BTC/USDT futures backtest interval without performance statistics.
• Single-indicator signals can fail, and the source specifies no explicit stop loss or short entry.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.