
Figure 1
Flowchart that describes the main steps of the optimization method.

Figure 2
Schematic circuit of the ground loaded modified Howland Current Source.
Table 1
Electrical parameters required for designing the Howland current source.
| Transconductance (Gp) | 303.03 μS |
| Frequency Range | 10 Hz - 1.2 MHz |
| Maximum Load (Rlmax) | 2.0 kΩ |
| Supply Voltage (Vsat) | ± 5.0 V |
| Input Voltage (Vin) | 1.65 V |
| Operational Amplifier | AD825 |

Figure 3
Output impedance of the optimized and non-optimized Howland Source circuits.

Figure 4
Transconductance curve of the optimized and non-optimized Howland Source Circuit.

Figure 5
Transconductance (a) magnitude and (b) phase curves of the Optimized Case 1 for three different loads.

Figure 6
Output current of the (a) Case 1 and (b) Optimized Case 1 circuits for three different loads and 1 MHz square wave input voltage.
Table 2
Output Current Error (Magnitude and Phase) for different Loads (at 100 kHz).
| Case | Load [kΩ] | Magnitude [%] | Phase [°] |
|---|---|---|---|
| Case 1 | 0.0 | 0.62 | −0.36 |
| 1.0 | 1.13 | −0.65 | |
| 2.0 | 1.63 | −0.93 | |
| Optimized 1 | 0.0 | 0.52 | −0.30 |
| 1.0 | 0.55 | −0.31 | |
| 2.0 | 0.57 | −0.33 | |
| Optimized 2 | 0.0 | 0.56 | −0.32 |
| 1.0 | 0.99 | −0.57 | |
| 2.0 | 1.42 | −0.81 |
Table 3
Output Current Error (Magnitude and Phase) for different Loads (at 1.2 MHz).
| Case | Load [kΩ] | Magnitude [%] | Phase [°] |
|---|---|---|---|
| Case 1 | 0.0 | 7.55 | −4.32 |
| 1.0 | 13.50 | −7.75 | |
| 2.0 | 19.33 | −11.14 | |
| Optimized 1 | 0.0 | 6.39 | −3.67 |
| 1.0 | 6.91 | −3.82 | |
| 2.0 | 7.53 | −4.01 | |
| Optimized 2 | 0.0 | 6.78 | −3.87 |
| 1.0 | 11.95 | −6.84 | |
| 2.0 | 17.10 | −9.81 |
Table 4
Monte Carlo simulation results (at 1.2 MHz), showing the mean output impedance (μ), standard deviation (σ) and the coefficient of variation (CV) of each case over 10000 runs using 0.05% tolerance resistors.
| Case | μ [kΩ] | σ [kΩ] | CV [%] |
|---|---|---|---|
| Case 1 | 16.26 | 1.18 | 7.25 |
| Optimized | 103.41 | 29.89 | 28.90 |
| Optimized 2 | 18.67 | 2.05 | 10.96 |