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Research Article
Running on uneven ground: leg adjustment to vertical steps and self-stability
Sten Grimmer, Michael Ernst, Michael Günther, Reinhard Blickhan
Journal of Experimental Biology 2008 211: 2989-3000; doi: 10.1242/jeb.014357
Sten Grimmer
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Michael Ernst
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Michael Günther
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Reinhard Blickhan
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Figures

  • Fig. 1.
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    Fig. 1.

    The running track setup near the force plates. (A) View from above. The track is instrumented with two force plate sections. The first one (first contact) consists of two small Kistler force plates (Kistler 9282BA, size 600 mm×400 mm) and the second (second contact) of one large Kistler force plate (Kistler 9285C, size 900 mm×600 mm). (B) View from the side. Before, between and after the force plates the track is uneven (vertical perturbation between 1 and 2.5 cm). These small perturbations are made with wooden bars (width 120 mm). Note that in this sketch the ratio between the width of the bars and the length of the force plates is exaggerated for clarity. The first force plate represents ground level of vertical height zero. The second force plate acts as a single perturbation (step), which is variable in vertical height. Four track conditions were measured: level track (no perturbation at all) and an uneven track, i.e. varying height of bars before and after the force plates plus vertical steps of 5, 10 and 15 cm onto the second force plate.

  • Fig. 2.
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    Fig. 2.

    The marker setup and angle definitions. Subjects were marked at the hip (trochanter major), knee, ankle and ball of the foot as well as on the head and the vertebra T1 (head and T1 markers are not shown in the sketch). We calculated the inner angles at the knee (φknee) and ankle (φankle) joint. According to the spring–mass model, we defined the leg as the distance between the hip and toe marker. The leg angle (α) is measured clockwise with respect to the negative x-axis.

  • Table 1.

    Parameters of global leg behaviour

    i Contact0 0/0 cm1 0/+5 cm2 0/+10 cm3 0/+15 cm
    k̃leg (bw/l0)134.3±6.836.7±6.636.9±4.936.0±6.2
    232.5±4.832.9±6.726.7±4.023.7±4.4
    F̃max (bw)12.8±0.22.9±0.23.0±0.23.1±0.2
    22.9±0.22.6±0.22.4±0.22.2±0.2
    Δl̃leg,max (l0)10.085±0.0140.082±0.0140.083±0.0120.087±0.014
    20.091±0.0110.083±0.0150.091±0.0120.095±0.014
    tF̃max (tc)10.446±0.0240.424±0.0340.431±0.0330.441±0.032
    20.423±0.0280.402±0.0750.457±0.0340.478±0.041
    tΔl̃leg,max (tc)10.475±0.0380.492±0.0340.505±0.0320.510±0.030
    20.461±0.0310.478±0.0350.496±0.0390.492±0.035
    tc (s)10.194±0.0220.192±0.0240.196±0.0260.198±0.024
    20.189±0.0240.198±0.0270.213±0.0330.222±0.034
    l̃leg,TD (l0)10.930±0.0170.922±0.0180.917±0.0220.924±0.017
    20.939±0.0130.916±0.0170.910±0.0130.901±0.016
    l̃leg,TO (l0)10.963±0.0150.956±0.0110.953±0.0130.958±0.013
    20.962±0.0120.954±0.0150.949±0.0140.946±0.018
    l̃leg,shift (l0)10.033±0.0130.034±0.0200.036±0.0210.034±0.021
    20.023±0.0150.038±0.0200.040±0.0190.045±0.019
    αTD(deg.)168±2.669±2.568±2.667±2.5
    268±2.266±2.864±2.662±2.9
    αTO(deg.)1118±2.5117±3.3117±3.7116±3.4
    2117±2.2118±2.3119±3.0121±3.0
    αshift (deg.)150±3.149±3.749±3.749±3.3
    249±2.852±3.656±3.859±4.0
    N 99106108110
    • For descriptions of i, the different track types (0–3), see main text. For definitions see Table of abbreviations. Mean ± s.d. for all measured subjects separated for the two consecutive contacts. N: number of trials

  • Fig. 3.
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    Fig. 3.

    Leg force and leg length during stance phase of the two subsequent contacts. The solid black lines represent level to level running (track type 0, N=99) and the grey shaded area is ±1 s.d. of this reference run on the undisturbed track, the dotted line from level to 5 cm up (track type 1, N=106), the dashed line from level to 10 cm up (track type 2, N=108) and the dashed-dotted line from level to 15 cm up (track type 3, N=110). (A,B) A quasi-elastic leg operation is observed in both contacts. However, the net energy balances are not zero (see Table 4). (C) The peak leg force is slightly increased in preparation for the consecutive step. (D) However, in the case of a perturbation the maximum leg force decreases in proportion to vertical step height. (E) The leg compression in the first contact is not affected in preparation for the vertical step. (F) Here, the leg length at initial contact (touch-down, TD) is shortened as well as the minimum leg length during contact in proportion to the vertical step height. Thus, leg compression remains almost constant.

  • Table 2.

    Joint angles

    i0123
    Contact0/0 cm0/+5 cm0/+10 cm0/+15 cm
    φknee,TD (deg.)1157±6154±6153±8155±5
    2161±6151±7148±8144±7
    φknee,min (deg.)1133±4133±4132±4132±4
    2134±6131±5126±5123±5
    φknee,TO (deg.)1158±8155±6154±7157±6
    2159±8156±8153±7151±6
    φankle,TD (deg.)1118±7115±7113±8115±8
    2121±5112±9110±7109±8
    φankle,min (deg.)191±787±586±687±7
    290±584±783±680±7
    φankle,TO (deg.)1137±8133±5132±7133±6
    2135±7130±7129±7128±9
    N 99106108110
    • For definitions see Table of abbreviations. Mean ± s.d. for all measured subjects separated for the two consecutive contacts. N: number of trials

  • Table 3.

    Normalized global leg parameters

    ParameteriNFirst contactSecond contactSignificance
    k̃leg,i/k̃leg,011061.09±0.171.04±0.250.007**
    21081.09±0.170.84±0.12<0.001**
    31101.06±0.170.74±0.14<0.001**
    F̃max,i/F̃max,011061.05±0.060.93±0.04<0.001**
    21081.07±0.050.84±0.04<0.001**
    31101.08±0.060.77±0.04<0.001**
    Δl̃leg,max,i/Δl̃leg,max,011060.98±0.140.92±0.17<0.001**
    21081.00±0.141.01±0.120.083n.s.
    31101.04±0.151.07±0.170.253n.s.
    • For all other definitions see Table of abbreviations. Mean ± s.d. values of normalized leg stiffness, leg force and leg compression for all measured subjects separated for the two consecutive contacts. `**' indicate significant differences (Friedman-test, d.f.=1) P<0.01. n.s.: not significant, N: number of trials for each track type i. Table values belonging to Fig. 5

  • Fig. 4.
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    Fig. 4.

    Knee (φknee) and ankle (φankle) joint angles during the two subsequent stance phases. (A,C) Both knee and ankle do not adapt in preparation for the following step as the mean values are within the mean area ±1 s.d. of the reference run. (B,D) Both adapt in the disturbed second contact as the initial contact joint angle (φknee,TD, φankle,TD) as well as the minimum joint angle (φknee,min, φankle,min) decrease. For detailed values see Table 2.

  • Table 4.

    Velocity and energy balances

    i0123
    Contact0/0 cm0/+5 cm0/+10 cm0/+15 cm
    νx,TD (m s–1)14.4±0.44.3±0.54.3±0.54.3±0.5
    24.5±0.44.5±0.44.5±0.54.5±0.4
    νx,TO (m s–1)14.5±0.44.4±0.54.3±0.64.3±0.5
    24.5±0.44.6±0.44.5±0.54.6±0.5
    νy,TD (m s–1)1–0.6±0.2–0.7±0.2–0.7±0.2–0.7±0.2
    2–0.6±0.2–0.5±0.2–0.3±0.2–0.2±0.1
    νy,TO (m s–1)10.8±0.20.9±0.21.0±0.21.1±0.2
    20.8±0.20.8±0.20.7±0.20.6±0.2
    ΔEleg (J)1–8.0±22.3–29.0±30.3–34.1±35.0–32.9±36.5
    2–27.3±24.6–15.2±19.8–8.7±19.33.22±17.2
    Eleg (J)189.9±22.391.0±22.293.3±21.398.7±23.6
    298.5±23.981.6±20.381.9±19.076.7±16.2
    ΔEleg/Eleg (J)1–0.08±0.26–0.28±0.31–0.32±0.36–0.29±0.35
    2–0.28±0.28–0.16±0.24–0.09±0.250.05±0.25
    N 99106108110
    • For definitions see Table of abbreviations. Mean ± s.d. for all measured subjects separated for the two consecutive contacts. N: number of trials

  • Fig. 5.
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    Fig. 5.

    Leg stiffness adaptation in the two consecutive contacts. We normalized each leg stiffness value for track types i=1–3 (k̃leg,i) with a subject-specific reference run on the flat, undisturbed track (X̄k̃leg,i=0) separately for each contact. Open boxes represent trials for the first contact, grey boxes those for the second contact. Leg stiffness was altered between contacts on bumpy ground (track type 1–3). Significant differences were found for track types 1, 2 and 3 (see Table 3).

  • Fig. 6.
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    Fig. 6.

    Stability plot of a spring–mass simulation dependent on angle of attack (αTD) and spring stiffness (Embedded Image). Stable running requires a proper adjustment of angle of attack to spring stiffness (Seyfarth et al., 2002). The black J-shaped area guarantees at least 30 following contacts (end of simulation) and is referred to as the self-stable area. The circles (first contact) and squares (second contact) represent the data from the track types i=1–3 of a typical subject running at 4.8±0.16 m s–1. Two distinct regions of stiffness and angle of attack combinations were found. From the first to the second contact both stiffness and angle of attack decrease in accordance with the results of the simulation. However, in most cases the experimental results do not fit into the area of self-stability but, rather, into an area that guarantees at least five subsequent contacts. Initial parameter of simulation: horizontal component of the initial velocity νx,0=4.8 m s-1, initial apex height y0=1.0 m, body mass m=80 kg, initial leg length l0=1 m. The grey scale on the right of the graph indicates how many subsequent steps of stable running can be made with the chosen combination of angle of attack and spring stiffness.

  • Fig. 7.
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    Fig. 7.

    Simulation results of peak spring force (Fspring) and maximum spring compression (Δl) for a 15 cm step in the second contact dependent on a variation of spring stiffness (k̃) and angle of attack (αTD). All simulations started before the first contact on ground level with identical initial conditions (νx,0=4.5 m s-1, y0=0.95 m) and system parameters (Embedded Image=35.7, αTD=68 deg., m=80 kg, l0=1 m). (A,C) By using a fixed angle of attack and decreasing spring stiffness we found that spring force decreased while spring compression increased. Dash-dotted line, Embedded Image=25.5, αTD=61 deg.; dotted line Embedded Image=19.1,α TD=61 deg.; dashed line, Embedded Image=12.7, αTD=61 deg. (B,D) In the case of varying (steepening) the angle of attack and using a fixed spring stiffness, spring force and spring compression decreased. Dash-dotted line, αTD=59 deg., Embedded Image=19.1; dotted line,α TD=61 deg., Embedded Image=19.1; dashed line, αTD=63 deg., Embedded Image=19.1.

  • Fig. 8.
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    Fig. 8.

    Estimation of peak spring force and maximum spring compression in the case of a disturbed contact (15 cm step up) with a varied angle of attack and spring stiffness for a spring–mass simulation. The dotted lines indicate spring forces between 1.5 and 3 times gravitational force and the black lines indicate spring compressions between 0.1 and 0.15 times initial leg length. The arrows highlight the small areas of experimentally measured values. (A) In the simulation, decreasing spring stiffness and steepening angle of attack led to a decreasing peak spring force. (B) However, an increasing maximum spring compression with increasing spring stiffness can only be realized by substantially flattening the angle of attack. Initial conditions on ground level were νx,0=4.5 m s–1, y0=0.95 m, m=80 kg, l0=1 m, and were altered in the consecutive contact due to the step.

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Research Article
Running on uneven ground: leg adjustment to vertical steps and self-stability
Sten Grimmer, Michael Ernst, Michael Günther, Reinhard Blickhan
Journal of Experimental Biology 2008 211: 2989-3000; doi: 10.1242/jeb.014357
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Research Article
Running on uneven ground: leg adjustment to vertical steps and self-stability
Sten Grimmer, Michael Ernst, Michael Günther, Reinhard Blickhan
Journal of Experimental Biology 2008 211: 2989-3000; doi: 10.1242/jeb.014357

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