pytwinnet.optimization.objective_ext¶

Classes

`CoveragePercentileObjective`(tx_id[, ...])
`EnergyEfficiencyObjective`(tx_id[, ...])
`ProportionalFairObjective`(tx_id[, ...])

class pytwinnet.optimization.objective_ext.CoveragePercentileObjective(tx_id, percentile=5.0, bandwidth_hz=20000000.0, noise_figure_db=7.0)[source]¶

Bases: Objective

Parameters:

tx_id (str)
percentile (float)
bandwidth_hz (float)
noise_figure_db (float)

bandwidth_hz: float = 20000000.0¶

evaluate(twin)[source]¶

Return type:: float

noise_figure_db: float = 7.0¶

percentile: float = 5.0¶

tx_id: str¶

class pytwinnet.optimization.objective_ext.EnergyEfficiencyObjective(tx_id, efficiency=0.75, bandwidth_hz=20000000.0, noise_figure_db=7.0, power_penalty=1.0)[source]¶

Bases: Objective

Parameters:

tx_id (str)
efficiency (float)
bandwidth_hz (float)
noise_figure_db (float)
power_penalty (float)

bandwidth_hz: float = 20000000.0¶

efficiency: float = 0.75¶

evaluate(twin)[source]¶

Return type:: float

noise_figure_db: float = 7.0¶

power_penalty: float = 1.0¶

tx_id: str¶

class pytwinnet.optimization.objective_ext.ProportionalFairObjective(tx_id, efficiency=0.75, rb_bandwidth_hz=180000.0, noise_figure_db=7.0, avg_throughput_bps=None)[source]¶

Bases: Objective

Parameters:

tx_id (str)
efficiency (float)
rb_bandwidth_hz (float)
noise_figure_db (float)
avg_throughput_bps (Dict[str, float] | None)

avg_throughput_bps: Optional[Dict[str, float]] = None¶

efficiency: float = 0.75¶

evaluate(twin)[source]¶

Return type:: float

noise_figure_db: float = 7.0¶

rb_bandwidth_hz: float = 180000.0¶

tx_id: str¶