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Signal Generation Technology

An in-depth look at our algorithmic trading signal system

1

Higher Timeframe Trend Validation

Before generating any trading signal, our algorithm first examines the 1-hour chart to establish the dominant market trend direction.

Trend Identification Process

  • Moving Average Analysis: 50 and 200 period SMAs identify trend direction through crossover patterns
  • Price Relationship: Current price position relative to moving averages confirms trend strength
  • Confidence Enhancement: Signals matching the 1H trend receive additional strength points
  • Trend Conflict Prevention: Signals opposing strong 1H trends are automatically filtered or reduced in confidence
2

Market Condition Assessment

The ADX (Average Directional Index) indicator enables our system to classify market behavior as either trending or ranging, allowing strategy adaptation accordingly.

Strong Trend Detected

ADX exceeds 25. Momentum-based approaches perform optimally. Follow trend direction for best results.

Sideways Movement

ADX below 25. Range-bound strategies recommended. Target oversold/overbought levels for entries.

ADX Methodology

Calculated over 14 periods, ADX quantifies trend intensity. Readings above 25 signal strong directional movement, while values below 20 indicate consolidation phases.

3

Trading Session Adaptation

Each global trading session exhibits unique volatility patterns and currency pair behaviors. Our algorithm dynamically adjusts signal parameters to match current session characteristics.

London / New York Sessions Elevated Activity

Optimal for momentum-based approaches. Trend-following strategies excel. Maximum signal quality during session overlap periods.

Asian Trading Hours Reduced Volatility

Range-bound strategies preferred. Mean-reversion techniques more effective. JPY and AUD currency pairs typically show increased activity.

Sydney Session Minimal Movement

Elevated confidence requirements applied. Reduced signal frequency but improved signal-to-noise ratio during quieter periods.

4

Multi-Indicator Confirmation Protocol

Trading signals are only produced when multiple independent indicators converge on the same directional bias. Greater indicator agreement results in elevated confidence ratings.

Core Technical Analysis Tools

RSI Identifies extreme price conditions
Momentum Measures price acceleration rates
SMA Moving average convergence patterns
ADX Quantifies directional movement strength

Confidence Scoring Mechanism

  • → Initial score derived from indicator consensus
  • → Additional 10 points for 1H trend alignment
  • → Session-based adjustments ranging 5-15 points
  • → Trend-conflicting signals penalized or eliminated

Timeframe Selection Options

Our platform supports 16 distinct timeframe configurations, each calibrated for specific trading styles and risk profiles:

5S10S15S30S1M2M3M5M10M15M30M45M1H2H4H1D

Recommended: Demo Account Practice

Prior to engaging in live trading, we highly recommend extensive practice using Olymp Trade's risk-free demo environment. This enables comprehensive signal testing and market behavior understanding without capital exposure.